topic Re: runing EM score codes in EG in SAS Data Science

runing EM score codes in EG

omerzeybek — Mon, 12 May 2014 13:15:23 GMT

Hi ı am trying to fit a model via SAS EM Miner

But as soon as i estimate any models on EM, after checking its validation and trainning data outcomes

I am running score code of the model on new data i derived on EG

But every time i did run the code i am receiving the error i quoted bellow...

NOTE: Character values have been converted to numeric values at the places given by: (Line):(Column).

205:5 207:5 210:5

NOTE: Numeric values have been converted to character values at the places given by: (Line):(Column).

846:1 943:1 1099:1 3684:1

NOTE: The SAS System stopped processing this step because of errors.

WARNING: The data set WORK.OMER_SCORE_RPM4 may be incomplete. When this step was stopped there were 0 observations and 158

variables.

WARNING: Data set WORK.OMER_SCORE_RPM4 was not replaced because this step was stopped.

NOTE: DATA statement used (Total process time):

real time 0.43 seconds

cpu time 0.43 seconds

Although i have checked field names again and again i sitll couldnt find which regressor creates problem and halts session.

Do you have nay solutions to this isssue? Is there a way to see which variable causes te problerm..

Thank You Veriy Much

Re: runing EM score codes in EG

M_Maldonado — Mon, 12 May 2014 14:29:29 GMT

Hi Omer,

Just to understand how you are using your score code, are you grabbing the optimized SAS code from a Score node at the end of your diagram?

Find below one way to use your SAS Enterprise Miner code in a SAS Enterprise Guide project (or in base SAS).

1. Once you are done building your model, add a SAS Score Node (under the Assess tab) at the end of your diagram and run it. Notice that this node has the option Optimized Code set to Yes by default.

2. You have at least two ways to include in your EG project the optimized code that you just generated:

2a. Create a data step code and copy your optimized score code between the set and run statements.

For example:

data mydeliverables.modelmay12;

set mydata.testdata;

/* Copy your Enterprise Miner optimized score code */

/* And paste it here */

run;

2b. Alternatively you can skip the copy-paste if you are familiar with file and include statements.

First locate your score code in your workspace folder. For example, the first scorecode in my first enterprise miner workspace is in the physical location "C:\All_Users\miguel\EMProj\dataminingproject\Workspaces\EMWS1\Score". In that folder there is a sas program called OptimizedCode.sas.

Now all you have to do is to create data step code that includes your optimized code.

For example:

filename s C:\All_Users\miguel\EMProj\dataminingproject\Workspaces\EMWS1\Score\optimizedcode.sas";

data mydeliverables.modelmay12;

set mydata.testdata;

%include s;

run;

I hope it helps.

Let me know if this worked for you!

-Miguel

Re: runing EM score codes in EG

omerzeybek — Mon, 12 May 2014 19:02:35 GMT

Hi Miguel

Thank you very much for your quick answer.

As you said i had executed one of my models scores exactly as you mentioned in 2a.

But for my second model i am continuously having the error i printed bellow

NOTE: Character values have been converted to numeric values at the places given by: (Line):(Column).

205:5 207:5 210:5

NOTE: Numeric values have been converted to character values at the places given by: (Line):(Column).

846:1 943:1 1099:1 3684:1

NOTE: The SAS System stopped processing this step because of errors.

WARNING: The data set WORK.OMER_SCORE_RPM4 may be incomplete. When this step was stopped there were 0 observations and 158

variables.

WARNING: Data set WORK.OMER_SCORE_RPM4 was not replaced because this step was stopped.

NOTE: DATA statement used (Total process time):

real time 0.43 seconds

cpu time 0.43 seconds

I am sure that i have collected alll attributes of my modules data as a test data and i am still having this error above.

As error code is not so specific i am not sure of which variable is creating break in the rule

Re: runing EM score codes in EG

Reeza — Mon, 12 May 2014 19:06:44 GMT

The error code is fairly specific in telling you which lines to look at.

Check the variables referred to at those points in the code.

For example, post lines 486, 943, 1099 and 3684 if you're not sure.

NOTE: Numeric values have been converted to character values at the places given by: (Line):(Column).

846:1 943:1 1099:1 3684:1

Re: runing EM score codes in EG

omerzeybek — Wed, 14 May 2014 10:36:51 GMT

unfortunately this rows corresponds to variables which are converted to character values from number values. However logs says that only the length is inappropriate and its corrected.

Re: runing EM score codes in EG

Reeza — Wed, 14 May 2014 14:23:34 GMT

Those are just notes really and shouldn't error out the process.

Can you post the full log?

Re: runing EM score codes in EG

omerzeybek — Wed, 14 May 2014 16:02:06 GMT

Hi here i printed the log

Thanks

NOTE: Writing TAGSETS.SASREPORT13(EGSR) Body file: EGSR

14 GOPTIONS ACCESSIBLE;

15 data OMER_SCORE_RPM4;

16 set WORK.OZ_YENI_DATA_REV1;

17 *------------------------------------------------------------*;

18 * EM SCORE CODE;

19 * EM Version: 12.1;

20 * SAS Release: 9.03.01M2P081512;

21 * Host: dc1vmsassrv01;

22 * Encoding: latin5;

23 * Locale: en_US;

24 * Project Path: /sasdata/EMiner_Projects;

25 * Project Name: RPM_OZ_03052014;

26 * Diagram Id: EMWS3;

27 * Diagram Name: ikinci_gun;

28 * Generated by: ozeybek;

29 * Date: 09MAY2014:10:35:15;

30 *------------------------------------------------------------*;

31 *------------------------------------------------------------*;

32 * TOOL: Input Data Source;

33 * TYPE: SAMPLE;

34 * NODE: Ids;

35 *------------------------------------------------------------*;

36 *------------------------------------------------------------*;

37 * TOOL: Sampling Class;

38 * TYPE: SAMPLE;

39 * NODE: Smpl2;

40 *------------------------------------------------------------*;

41 *------------------------------------------------------------*;

42 * TOOL: Partition Class;

43 * TYPE: SAMPLE;

44 * NODE: Part2;

45 *------------------------------------------------------------*;

46 *------------------------------------------------------------*;

47 * TOOL: Filtering;

48 * TYPE: MODIFY;

49 * NODE: Filter2;

50 *------------------------------------------------------------*;

51 *------------------------------------------------------------*;

52 * TOOL: Transform;

53 * TYPE: MODIFY;

54 * NODE: Trans2;

2 The SAS System 08:57 Tuesday, May 13, 2014

55 *------------------------------------------------------------*;

56 label OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL = 'Transformed AVG_of_KK_SON_AY_LIMIT_DOLULUK';

57 length OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL $28;

58 if (AVG_of_KK_SON_AY_LIMIT_DOLULUK eq .) then OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL="01:low-0.0012847, MISSING";

59 else

60 if (AVG_of_KK_SON_AY_LIMIT_DOLULUK < 0.0012846667) then

61 OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL = "01:low-0.0012847, MISSING";

62 else

63 if (AVG_of_KK_SON_AY_LIMIT_DOLULUK >= 0.0012846667 and AVG_of_KK_SON_AY_LIMIT_DOLULUK < 0.1073376667) then

64 OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL = "02:0.0012847-0.1073377";

65 else

66 if (AVG_of_KK_SON_AY_LIMIT_DOLULUK >= 0.1073376667 and AVG_of_KK_SON_AY_LIMIT_DOLULUK < 0.3397133333) then

67 OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL = "03:0.1073377-0.3397133";

68 else

69 if (AVG_of_KK_SON_AY_LIMIT_DOLULUK >= 0.3397133333) then

70 OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL = "04:0.3397133-high";

71 label OPT_AVG_of_SON_3_AY_ORTALAMA_LIM = 'Transformed AVG_of_SON_3_AY_ORTALAMA_LIMIT_D';

72 length OPT_AVG_of_SON_3_AY_ORTALAMA_LIM $28;

73 if (AVG_of_SON_3_AY_ORTALAMA_LIMIT_D eq .) then OPT_AVG_of_SON_3_AY_ORTALAMA_LIM="01:low-0.0022574, MISSING";

74 else

75 if (AVG_of_SON_3_AY_ORTALAMA_LIMIT_D < 0.0022574074) then

76 OPT_AVG_of_SON_3_AY_ORTALAMA_LIM = "01:low-0.0022574, MISSING";

77 else

78 if (AVG_of_SON_3_AY_ORTALAMA_LIMIT_D >= 0.0022574074 and AVG_of_SON_3_AY_ORTALAMA_LIMIT_D < 0.069455) then

79 OPT_AVG_of_SON_3_AY_ORTALAMA_LIM = "02:0.0022574-0.069455";

80 else

81 if (AVG_of_SON_3_AY_ORTALAMA_LIMIT_D >= 0.069455 and AVG_of_SON_3_AY_ORTALAMA_LIMIT_D < 0.3916619444) then

82 OPT_AVG_of_SON_3_AY_ORTALAMA_LIM = "03:0.069455-0.3916619";

83 else

84 if (AVG_of_SON_3_AY_ORTALAMA_LIMIT_D >= 0.3916619444) then

85 OPT_AVG_of_SON_3_AY_ORTALAMA_LIM = "04:0.3916619-high";

86 label OPT_BNK_KMH_SON_3_AY_ORT = 'Transformed BNK_KMH_SON_3_AY_ORT';

87 length OPT_BNK_KMH_SON_3_AY_ORT $28;

88 if (BNK_KMH_SON_3_AY_ORT eq .) then OPT_BNK_KMH_SON_3_AY_ORT="01:low-5.3166667, MISSING";

89 else

90 if (BNK_KMH_SON_3_AY_ORT < 5.3166666667) then

91 OPT_BNK_KMH_SON_3_AY_ORT = "01:low-5.3166667, MISSING";

92 else

93 if (BNK_KMH_SON_3_AY_ORT >= 5.3166666667 and BNK_KMH_SON_3_AY_ORT < 26.140833333) then

94 OPT_BNK_KMH_SON_3_AY_ORT = "02:5.3166667-26.140833";

95 else

96 if (BNK_KMH_SON_3_AY_ORT >= 26.140833333 and BNK_KMH_SON_3_AY_ORT < 81.158333333) then

97 OPT_BNK_KMH_SON_3_AY_ORT = "03:26.140833-81.158333";

98 else

99 if (BNK_KMH_SON_3_AY_ORT >= 81.158333333) then

100 OPT_BNK_KMH_SON_3_AY_ORT = "04:81.158333-high";

101 label OPT_BNK_KMH_SON_5_AY_ORT = 'Transformed BNK_KMH_SON_5_AY_ORT';

102 length OPT_BNK_KMH_SON_5_AY_ORT $28;

103 if (BNK_KMH_SON_5_AY_ORT eq .) then OPT_BNK_KMH_SON_5_AY_ORT="01:low-2.1283333, MISSING";

104 else

105 if (BNK_KMH_SON_5_AY_ORT < 2.1283333333) then

106 OPT_BNK_KMH_SON_5_AY_ORT = "01:low-2.1283333, MISSING";

107 else

108 if (BNK_KMH_SON_5_AY_ORT >= 2.1283333333 and BNK_KMH_SON_5_AY_ORT < 27.5225) then

109 OPT_BNK_KMH_SON_5_AY_ORT = "02:2.1283333-27.5225";

110 else

111 if (BNK_KMH_SON_5_AY_ORT >= 27.5225 and BNK_KMH_SON_5_AY_ORT < 123.92433333) then

112 OPT_BNK_KMH_SON_5_AY_ORT = "03:27.5225-123.92433";

3 The SAS System 08:57 Tuesday, May 13, 2014

113 else

114 if (BNK_KMH_SON_5_AY_ORT >= 123.92433333) then

115 OPT_BNK_KMH_SON_5_AY_ORT = "04:123.92433-high";

116 label OPT_BNK_MAAS_SON_3_AY_ORT = 'Transformed BNK_MAAS_SON_3_AY_ORT';

117 length OPT_BNK_MAAS_SON_3_AY_ORT $28;

118 if (BNK_MAAS_SON_3_AY_ORT eq .) then OPT_BNK_MAAS_SON_3_AY_ORT="01:low-2445.2333, MISSING";

119 else

120 if (BNK_MAAS_SON_3_AY_ORT < 2445.2333333) then

121 OPT_BNK_MAAS_SON_3_AY_ORT = "01:low-2445.2333, MISSING";

122 else

123 if (BNK_MAAS_SON_3_AY_ORT >= 2445.2333333 and BNK_MAAS_SON_3_AY_ORT < 5111.4125) then

124 OPT_BNK_MAAS_SON_3_AY_ORT = "02:2445.2333-5111.4125";

125 else

126 if (BNK_MAAS_SON_3_AY_ORT >= 5111.4125) then

127 OPT_BNK_MAAS_SON_3_AY_ORT = "03:5111.4125-high";

128 label OPT_BNK_MAAS_SON_6_AY_ORT = 'Transformed BNK_MAAS_SON_6_AY_ORT';

129 length OPT_BNK_MAAS_SON_6_AY_ORT $28;

130 if (BNK_MAAS_SON_6_AY_ORT eq .) then OPT_BNK_MAAS_SON_6_AY_ORT="01:low-2277.9483, MISSING";

131 else

132 if (BNK_MAAS_SON_6_AY_ORT < 2277.9483333) then

133 OPT_BNK_MAAS_SON_6_AY_ORT = "01:low-2277.9483, MISSING";

134 else

135 if (BNK_MAAS_SON_6_AY_ORT >= 2277.9483333) then

136 OPT_BNK_MAAS_SON_6_AY_ORT = "02:2277.9483-high";

137 label OPT_BNK_MAAS_SON_AY_TUTAR = 'Transformed BNK_MAAS_SON_AY_TUTAR';

138 length OPT_BNK_MAAS_SON_AY_TUTAR $24;

139 if (BNK_MAAS_SON_AY_TUTAR eq .) then OPT_BNK_MAAS_SON_AY_TUTAR="01:low-2345.165, MISSING";

140 else

141 if (BNK_MAAS_SON_AY_TUTAR < 2345.165) then

142 OPT_BNK_MAAS_SON_AY_TUTAR = "01:low-2345.165, MISSING";

143 else

144 if (BNK_MAAS_SON_AY_TUTAR >= 2345.165) then

145 OPT_BNK_MAAS_SON_AY_TUTAR = "02:2345.165-high";

146 label OPT_BNK_SON_3_AY_ORTALAMA_TAUM = 'Transformed: BNK_SON_3_AY_ORTALAMA_TAUM';

147 length OPT_BNK_SON_3_AY_ORTALAMA_TAUM $22;

148 if (BNK_SON_3_AY_ORTALAMA_TAUM eq .) then OPT_BNK_SON_3_AY_ORTALAMA_TAUM="01:low-18.275, MISSING";

149 else

150 if (BNK_SON_3_AY_ORTALAMA_TAUM < 18.275) then

151 OPT_BNK_SON_3_AY_ORTALAMA_TAUM = "01:low-18.275, MISSING";

152 else

153 if (BNK_SON_3_AY_ORTALAMA_TAUM >= 18.275 and BNK_SON_3_AY_ORTALAMA_TAUM < 9174.9133333) then

154 OPT_BNK_SON_3_AY_ORTALAMA_TAUM = "02:18.275-9174.9133";

155 else

156 if (BNK_SON_3_AY_ORTALAMA_TAUM >= 9174.9133333) then

157 OPT_BNK_SON_3_AY_ORTALAMA_TAUM = "03:9174.9133-high";

158 label OPT_DEM_ILK_KART_SURE_AY = 'Transformed: DEM_ILK_KART_SURE_AY';

159 length OPT_DEM_ILK_KART_SURE_AY $21;

160 if (DEM_ILK_KART_SURE_AY eq .) then OPT_DEM_ILK_KART_SURE_AY="04:28.5-high, MISSING";

161 else

162 if (DEM_ILK_KART_SURE_AY < 4.5) then

163 OPT_DEM_ILK_KART_SURE_AY = "01:low-4.5";

164 else

165 if (DEM_ILK_KART_SURE_AY >= 4.5 and DEM_ILK_KART_SURE_AY < 10.5) then

166 OPT_DEM_ILK_KART_SURE_AY = "02:4.5-10.5";

167 else

168 if (DEM_ILK_KART_SURE_AY >= 10.5 and DEM_ILK_KART_SURE_AY < 28.5) then

169 OPT_DEM_ILK_KART_SURE_AY = "03:10.5-28.5";

170 else

4 The SAS System 08:57 Tuesday, May 13, 2014

171 if (DEM_ILK_KART_SURE_AY >= 28.5) then

172 OPT_DEM_ILK_KART_SURE_AY = "04:28.5-high, MISSING";

173 label OPT_DEM_Musteri_Omru_Yil = 'Transformed: DEM_Musteri_Omru_Yil';

174 length OPT_DEM_Musteri_Omru_Yil $20;

175 if (DEM_Musteri_Omru_Yil eq .) then OPT_DEM_Musteri_Omru_Yil="04:4.5-high, MISSING";

176 else

177 if (DEM_Musteri_Omru_Yil < 0.5) then

178 OPT_DEM_Musteri_Omru_Yil = "01:low-0.5";

179 else

180 if (DEM_Musteri_Omru_Yil >= 0.5 and DEM_Musteri_Omru_Yil < 1.5) then

181 OPT_DEM_Musteri_Omru_Yil = "02:0.5-1.5";

182 else

183 if (DEM_Musteri_Omru_Yil >= 1.5 and DEM_Musteri_Omru_Yil < 4.5) then

184 OPT_DEM_Musteri_Omru_Yil = "03:1.5-4.5";

185 else

186 if (DEM_Musteri_Omru_Yil >= 4.5) then

187 OPT_DEM_Musteri_Omru_Yil = "04:4.5-high, MISSING";

188 label OPT_Dem_Musteri_Omru_Ay = 'Transformed: Dem_Musteri_Omru_Ay';

189 length OPT_Dem_Musteri_Omru_Ay $21;

190 if (Dem_Musteri_Omru_Ay eq .) then OPT_Dem_Musteri_Omru_Ay="04:54.5-high, MISSING";

191 else

192 if (Dem_Musteri_Omru_Ay < 3.5) then

193 OPT_Dem_Musteri_Omru_Ay = "01:low-3.5";

194 else

195 if (Dem_Musteri_Omru_Ay >= 3.5 and Dem_Musteri_Omru_Ay < 18.5) then

196 OPT_Dem_Musteri_Omru_Ay = "02:3.5-18.5";

197 else

198 if (Dem_Musteri_Omru_Ay >= 18.5 and Dem_Musteri_Omru_Ay < 54.5) then

199 OPT_Dem_Musteri_Omru_Ay = "03:18.5-54.5";

200 else

201 if (Dem_Musteri_Omru_Ay >= 54.5) then

202 OPT_Dem_Musteri_Omru_Ay = "04:54.5-high, MISSING";

203 label OPT_Dem_Musteri_Yas = 'Transformed Dem_Musteri_Yas';

204 length OPT_Dem_Musteri_Yas $20;

205 if (Dem_Musteri_Yas eq .) then OPT_Dem_Musteri_Yas="01:low-46.5, MISSING";

206 else

207 if (Dem_Musteri_Yas < 46.5) then

208 OPT_Dem_Musteri_Yas = "01:low-46.5, MISSING";

209 else

210 if (Dem_Musteri_Yas >= 46.5) then

211 OPT_Dem_Musteri_Yas = "02:46.5-high";

212 label OPT_KK_BONUS_HARC_SON_3_AY_ORT = 'Transformed KK_BONUS_HARC_SON_3_AY_ORT';

213 length OPT_KK_BONUS_HARC_SON_3_AY_ORT $21;

214 if (KK_BONUS_HARC_SON_3_AY_ORT eq .) then OPT_KK_BONUS_HARC_SON_3_AY_ORT="01:low-0.005, MISSING";

215 else

216 if (KK_BONUS_HARC_SON_3_AY_ORT < 0.005) then

217 OPT_KK_BONUS_HARC_SON_3_AY_ORT = "01:low-0.005, MISSING";

218 else

219 if (KK_BONUS_HARC_SON_3_AY_ORT >= 0.005 and KK_BONUS_HARC_SON_3_AY_ORT < 13.795) then

220 OPT_KK_BONUS_HARC_SON_3_AY_ORT = "02:0.005-13.795";

221 else

222 if (KK_BONUS_HARC_SON_3_AY_ORT >= 13.795) then

223 OPT_KK_BONUS_HARC_SON_3_AY_ORT = "03:13.795-high";

224 label OPT_KK_BONUS_HARC_SON_6_AY_ORT = 'Transformed KK_BONUS_HARC_SON_6_AY_ORT';

225 length OPT_KK_BONUS_HARC_SON_6_AY_ORT $21;

226 if (KK_BONUS_HARC_SON_6_AY_ORT eq .) then OPT_KK_BONUS_HARC_SON_6_AY_ORT="01:low-0.005, MISSING";

227 else

228 if (KK_BONUS_HARC_SON_6_AY_ORT < 0.005) then

5 The SAS System 08:57 Tuesday, May 13, 2014

229 OPT_KK_BONUS_HARC_SON_6_AY_ORT = "01:low-0.005, MISSING";

230 else

231 if (KK_BONUS_HARC_SON_6_AY_ORT >= 0.005 and KK_BONUS_HARC_SON_6_AY_ORT < 11.22625) then

232 OPT_KK_BONUS_HARC_SON_6_AY_ORT = "02:0.005-11.22625";

233 else

234 if (KK_BONUS_HARC_SON_6_AY_ORT >= 11.22625) then

235 OPT_KK_BONUS_HARC_SON_6_AY_ORT = "03:11.22625-high";

236 label OPT_KK_REVOLVE_SON_6AY_ORT = 'Transformed KK_REVOLVE_SON_6AY_ORT';

237 length OPT_KK_REVOLVE_SON_6AY_ORT $22;

238 if (KK_REVOLVE_SON_6AY_ORT eq .) then OPT_KK_REVOLVE_SON_6AY_ORT="01:low-2.5555, MISSING";

239 else

240 if (KK_REVOLVE_SON_6AY_ORT < 2.5555) then

241 OPT_KK_REVOLVE_SON_6AY_ORT = "01:low-2.5555, MISSING";

242 else

243 if (KK_REVOLVE_SON_6AY_ORT >= 2.5555 and KK_REVOLVE_SON_6AY_ORT < 61.456666667) then

244 OPT_KK_REVOLVE_SON_6AY_ORT = "02:2.5555-61.456667";

245 else

246 if (KK_REVOLVE_SON_6AY_ORT >= 61.456666667) then

247 OPT_KK_REVOLVE_SON_6AY_ORT = "03:61.456667-high";

248 label OPT_KK_REV_SON_3AY_ORT = 'Transformed KK_REV_SON_3AY_ORT';

249 length OPT_KK_REV_SON_3AY_ORT $28;

250 if (KK_REV_SON_3AY_ORT eq .) then OPT_KK_REV_SON_3AY_ORT="01:low-2.91, MISSING";

251 else

252 if (KK_REV_SON_3AY_ORT < 2.91) then

253 OPT_KK_REV_SON_3AY_ORT = "01:low-2.91, MISSING";

254 else

255 if (KK_REV_SON_3AY_ORT >= 2.91 and KK_REV_SON_3AY_ORT < 22.668333333) then

256 OPT_KK_REV_SON_3AY_ORT = "02:2.91-22.668333";

257 else

258 if (KK_REV_SON_3AY_ORT >= 22.668333333 and KK_REV_SON_3AY_ORT < 81.838333333) then

259 OPT_KK_REV_SON_3AY_ORT = "03:22.668333-81.838333";

260 else

261 if (KK_REV_SON_3AY_ORT >= 81.838333333) then

262 OPT_KK_REV_SON_3AY_ORT = "04:81.838333-high";

263 label OPT_KK_REV_SON_AY = 'Transformed KK_REV_SON_AY';

264 length OPT_KK_REV_SON_AY $20;

265 if (KK_REV_SON_AY eq .) then OPT_KK_REV_SON_AY="01:low-5.04, MISSING";

266 else

267 if (KK_REV_SON_AY < 5.04) then

268 OPT_KK_REV_SON_AY = "01:low-5.04, MISSING";

269 else

270 if (KK_REV_SON_AY >= 5.04 and KK_REV_SON_AY < 100.2) then

271 OPT_KK_REV_SON_AY = "02:5.04-100.2";

272 else

273 if (KK_REV_SON_AY >= 100.2) then

274 OPT_KK_REV_SON_AY = "03:100.2-high";

275 label OPT_KK_SON_6_AY_ORT_BORC = 'Transformed KK_SON_6_AY_ORT_BORC';

276 length OPT_KK_SON_6_AY_ORT_BORC $25;

277 if (KK_SON_6_AY_ORT_BORC eq .) then OPT_KK_SON_6_AY_ORT_BORC="04:240.0675-high, MISSING";

278 else

279 if (KK_SON_6_AY_ORT_BORC < 7.505) then

280 OPT_KK_SON_6_AY_ORT_BORC = "01:low-7.505";

281 else

282 if (KK_SON_6_AY_ORT_BORC >= 7.505 and KK_SON_6_AY_ORT_BORC < 84.691833333) then

283 OPT_KK_SON_6_AY_ORT_BORC = "02:7.505-84.691833";

284 else

285 if (KK_SON_6_AY_ORT_BORC >= 84.691833333 and KK_SON_6_AY_ORT_BORC < 240.0675) then

286 OPT_KK_SON_6_AY_ORT_BORC = "03:84.691833-240.0675";

6 The SAS System 08:57 Tuesday, May 13, 2014

287 else

288 if (KK_SON_6_AY_ORT_BORC >= 240.0675) then

289 OPT_KK_SON_6_AY_ORT_BORC = "04:240.0675-high, MISSING";

290 label OPT_KK_SON_AY_NA = 'Transformed KK_SON_AY_NA';

291 length OPT_KK_SON_AY_NA $17;

292 if (KK_SON_AY_NA eq .) then OPT_KK_SON_AY_NA="01:low-5, MISSING";

293 else

294 if (KK_SON_AY_NA < 5) then

295 OPT_KK_SON_AY_NA = "01:low-5, MISSING";

296 else

297 if (KK_SON_AY_NA >= 5) then

298 OPT_KK_SON_AY_NA = "02:5-high";

299 label OPT_KK_SON_AY_TOPLAM_BORC = 'Transformed KK_SON_AY_TOPLAM_BORC';

300 length OPT_KK_SON_AY_TOPLAM_BORC $20;

301 if (KK_SON_AY_TOPLAM_BORC eq .) then OPT_KK_SON_AY_TOPLAM_BORC="01:low-5.11, MISSING";

302 else

303 if (KK_SON_AY_TOPLAM_BORC < 5.11) then

304 OPT_KK_SON_AY_TOPLAM_BORC = "01:low-5.11, MISSING";

305 else

306 if (KK_SON_AY_TOPLAM_BORC >= 5.11 and KK_SON_AY_TOPLAM_BORC < 90.02) then

307 OPT_KK_SON_AY_TOPLAM_BORC = "02:5.11-90.02";

308 else

309 if (KK_SON_AY_TOPLAM_BORC >= 90.02 and KK_SON_AY_TOPLAM_BORC < 259.265) then

310 OPT_KK_SON_AY_TOPLAM_BORC = "03:90.02-259.265";

311 else

312 if (KK_SON_AY_TOPLAM_BORC >= 259.265) then

313 OPT_KK_SON_AY_TOPLAM_BORC = "04:259.265-high";

314 label OPT_KK_TAK_HARCAMA_SON_3_AY_ORT = 'Transformed KK_TAK_HARCAMA_SON_3_AY_ORT';

315 length OPT_KK_TAK_HARCAMA_SON_3_AY_ORT $20;

316 if (KK_TAK_HARCAMA_SON_3_AY_ORT eq .) then OPT_KK_TAK_HARCAMA_SON_3_AY_ORT="01:low-1, MISSING";

317 else

318 if (KK_TAK_HARCAMA_SON_3_AY_ORT < 1) then

319 OPT_KK_TAK_HARCAMA_SON_3_AY_ORT = "01:low-1, MISSING";

320 else

321 if (KK_TAK_HARCAMA_SON_3_AY_ORT >= 1 and KK_TAK_HARCAMA_SON_3_AY_ORT < 381.00666667) then

322 OPT_KK_TAK_HARCAMA_SON_3_AY_ORT = "02:1-381.00667";

323 else

324 if (KK_TAK_HARCAMA_SON_3_AY_ORT >= 381.00666667) then

325 OPT_KK_TAK_HARCAMA_SON_3_AY_ORT = "03:381.00667-high";

326 label OPT_KK_TAK_HARCAMA_SON_6_AY_ORT = 'Transformed KK_TAK_HARCAMA_SON_6_AY_ORT';

327 length OPT_KK_TAK_HARCAMA_SON_6_AY_ORT $21;

328 if (KK_TAK_HARCAMA_SON_6_AY_ORT eq .) then OPT_KK_TAK_HARCAMA_SON_6_AY_ORT="01:low-6.125, MISSING";

329 else

330 if (KK_TAK_HARCAMA_SON_6_AY_ORT < 6.125) then

331 OPT_KK_TAK_HARCAMA_SON_6_AY_ORT = "01:low-6.125, MISSING";

332 else

333 if (KK_TAK_HARCAMA_SON_6_AY_ORT >= 6.125 and KK_TAK_HARCAMA_SON_6_AY_ORT < 449.89166667) then

334 OPT_KK_TAK_HARCAMA_SON_6_AY_ORT = "02:6.125-449.89167";

335 else

336 if (KK_TAK_HARCAMA_SON_6_AY_ORT >= 449.89166667) then

337 OPT_KK_TAK_HARCAMA_SON_6_AY_ORT = "03:449.89167-high";

338 label OPT_KK_TAK_HARCAMa_SON_AY_TUTAR = 'Transformed KK_TAK_HARCAMa_SON_AY_TUTAR';

339 length OPT_KK_TAK_HARCAMa_SON_AY_TUTAR $20;

340 if (KK_TAK_HARCAMa_SON_AY_TUTAR eq .) then OPT_KK_TAK_HARCAMa_SON_AY_TUTAR="01:low-14.9, MISSING";

341 else

342 if (KK_TAK_HARCAMa_SON_AY_TUTAR < 14.9) then

343 OPT_KK_TAK_HARCAMa_SON_AY_TUTAR = "01:low-14.9, MISSING";

344 else

7 The SAS System 08:57 Tuesday, May 13, 2014

345 if (KK_TAK_HARCAMa_SON_AY_TUTAR >= 14.9 and KK_TAK_HARCAMa_SON_AY_TUTAR < 1050.475) then

346 OPT_KK_TAK_HARCAMa_SON_AY_TUTAR = "02:14.9-1050.475";

347 else

348 if (KK_TAK_HARCAMa_SON_AY_TUTAR >= 1050.475) then

349 OPT_KK_TAK_HARCAMa_SON_AY_TUTAR = "03:1050.475-high";

350 label OPT_KK_TEK_CEKIM_SON_3_AY_ORTALA = 'Transformed KK_TEK_CEKIM_SON_3_AY_ORTALAMA';

351 length OPT_KK_TEK_CEKIM_SON_3_AY_ORTALA $20;

352 if (KK_TEK_CEKIM_SON_3_AY_ORTALAMA eq .) then OPT_KK_TEK_CEKIM_SON_3_AY_ORTALA="01:low-0.12, MISSING";

353 else

354 if (KK_TEK_CEKIM_SON_3_AY_ORTALAMA < 0.12) then

355 OPT_KK_TEK_CEKIM_SON_3_AY_ORTALA = "01:low-0.12, MISSING";

356 else

357 if (KK_TEK_CEKIM_SON_3_AY_ORTALAMA >= 0.12 and KK_TEK_CEKIM_SON_3_AY_ORTALAMA < 625.53333333) then

358 OPT_KK_TEK_CEKIM_SON_3_AY_ORTALA = "02:0.12-625.53333";

359 else

360 if (KK_TEK_CEKIM_SON_3_AY_ORTALAMA >= 625.53333333) then

361 OPT_KK_TEK_CEKIM_SON_3_AY_ORTALA = "03:625.53333-high";

362 label OPT_KK_TEK_CEKIM_SON_AY = 'Transformed KK_TEK_CEKIM_SON_AY';

363 length OPT_KK_TEK_CEKIM_SON_AY $21;

364 if (KK_TEK_CEKIM_SON_AY eq .) then OPT_KK_TEK_CEKIM_SON_AY="01:low-0.795, MISSING";

365 else

366 if (KK_TEK_CEKIM_SON_AY < 0.795) then

367 OPT_KK_TEK_CEKIM_SON_AY = "01:low-0.795, MISSING";

368 else

369 if (KK_TEK_CEKIM_SON_AY >= 0.795 and KK_TEK_CEKIM_SON_AY < 491.23) then

370 OPT_KK_TEK_CEKIM_SON_AY = "02:0.795-491.23";

371 else

372 if (KK_TEK_CEKIM_SON_AY >= 491.23) then

373 OPT_KK_TEK_CEKIM_SON_AY = "03:491.23-high";

374 label OPT_MUSTERI_NO = 'Transformed: MUSTERI_NO';

375 length OPT_MUSTERI_NO $24;

376 if (MUSTERI_NO eq .) then OPT_MUSTERI_NO="01:low-8772962, MISSING";

377 else

378 if (MUSTERI_NO < 8772962) then

379 OPT_MUSTERI_NO = "01:low-8772962, MISSING";

380 else

381 if (MUSTERI_NO >= 8772962 and MUSTERI_NO < 10049966.5) then

382 OPT_MUSTERI_NO = "02:8772962-10049967";

383 else

384 if (MUSTERI_NO >= 10049966.5 and MUSTERI_NO < 11800123.5) then

385 OPT_MUSTERI_NO = "03:10049967-11800124";

386 else

387 if (MUSTERI_NO >= 11800123.5) then

388 OPT_MUSTERI_NO = "04:11800124-high";

389 label OPT_SON_3_AY_AKRYKT_TUTAR_TL = 'Transformed: SON_3_AY_AKRYKT_TUTAR_TL';

390 length OPT_SON_3_AY_AKRYKT_TUTAR_TL $16;

391 if (SON_3_AY_AKRYKT_TUTAR_TL eq .) then OPT_SON_3_AY_AKRYKT_TUTAR_TL="_MISSING_";

392 else

393 if (SON_3_AY_AKRYKT_TUTAR_TL < 1.655) then

394 OPT_SON_3_AY_AKRYKT_TUTAR_TL = "01:low-1.655";

395 else

396 if (SON_3_AY_AKRYKT_TUTAR_TL >= 1.655 and SON_3_AY_AKRYKT_TUTAR_TL < 559.975) then

397 OPT_SON_3_AY_AKRYKT_TUTAR_TL = "02:1.655-559.975";

398 else

399 if (SON_3_AY_AKRYKT_TUTAR_TL >= 559.975) then

400 OPT_SON_3_AY_AKRYKT_TUTAR_TL = "03:559.975-high";

401 label OPT_SON_3_AY_EV_TKSTL_TUTAR_TL = 'Transformed: SON_3_AY_EV_TKSTL_TUTAR_TL';

402 length OPT_SON_3_AY_EV_TKSTL_TUTAR_TL $12;

8 The SAS System 08:57 Tuesday, May 13, 2014

403 if (SON_3_AY_EV_TKSTL_TUTAR_TL eq .) then OPT_SON_3_AY_EV_TKSTL_TUTAR_TL="_MISSING_";

404 else

405 if (SON_3_AY_EV_TKSTL_TUTAR_TL < 0.75) then

406 OPT_SON_3_AY_EV_TKSTL_TUTAR_TL = "01:low-0.75";

407 else

408 if (SON_3_AY_EV_TKSTL_TUTAR_TL >= 0.75) then

409 OPT_SON_3_AY_EV_TKSTL_TUTAR_TL = "02:0.75-high";

410 label OPT_SON_3_AY_GIDA_TUTAR_TL = 'Transformed: SON_3_AY_GIDA_TUTAR_TL';

411 length OPT_SON_3_AY_GIDA_TUTAR_TL $14;

412 if (SON_3_AY_GIDA_TUTAR_TL eq .) then OPT_SON_3_AY_GIDA_TUTAR_TL="_MISSING_";

413 else

414 if (SON_3_AY_GIDA_TUTAR_TL < 0.5) then

415 OPT_SON_3_AY_GIDA_TUTAR_TL = "01:low-0.5";

416 else

417 if (SON_3_AY_GIDA_TUTAR_TL >= 0.5 and SON_3_AY_GIDA_TUTAR_TL < 655.67) then

418 OPT_SON_3_AY_GIDA_TUTAR_TL = "02:0.5-655.67";

419 else

420 if (SON_3_AY_GIDA_TUTAR_TL >= 655.67) then

421 OPT_SON_3_AY_GIDA_TUTAR_TL = "03:655.67-high";

422 label OPT_SON_3_AY_SGLK_TUTAR_TL = 'Transformed: SON_3_AY_SGLK_TUTAR_TL';

423 length OPT_SON_3_AY_SGLK_TUTAR_TL $25;

424 if (SON_3_AY_SGLK_TUTAR_TL eq .) then OPT_SON_3_AY_SGLK_TUTAR_TL="03:412.075-434.6, MISSING";

425 else

426 if (SON_3_AY_SGLK_TUTAR_TL < 1.325) then

427 OPT_SON_3_AY_SGLK_TUTAR_TL = "01:low-1.325";

428 else

429 if (SON_3_AY_SGLK_TUTAR_TL >= 1.325 and SON_3_AY_SGLK_TUTAR_TL < 412.075) then

430 OPT_SON_3_AY_SGLK_TUTAR_TL = "02:1.325-412.075";

431 else

432 if (SON_3_AY_SGLK_TUTAR_TL >= 412.075 and SON_3_AY_SGLK_TUTAR_TL < 434.6) then

433 OPT_SON_3_AY_SGLK_TUTAR_TL = "03:412.075-434.6, MISSING";

434 else

435 if (SON_3_AY_SGLK_TUTAR_TL >= 434.6) then

436 OPT_SON_3_AY_SGLK_TUTAR_TL = "04:434.6-high";

437 label OPT_SON_3_AY_TKNLJ_TUTAR_TL = 'Transformed: SON_3_AY_TKNLJ_TUTAR_TL';

438 length OPT_SON_3_AY_TKNLJ_TUTAR_TL $11;

439 if (SON_3_AY_TKNLJ_TUTAR_TL eq .) then OPT_SON_3_AY_TKNLJ_TUTAR_TL="_MISSING_";

440 else

441 if (SON_3_AY_TKNLJ_TUTAR_TL < 3.5) then

442 OPT_SON_3_AY_TKNLJ_TUTAR_TL = "01:low-3.5";

443 else

444 if (SON_3_AY_TKNLJ_TUTAR_TL >= 3.5) then

445 OPT_SON_3_AY_TKNLJ_TUTAR_TL = "02:3.5-high";

446 label OPT_SON_3_AY_TKSTL_TUTAR_TL = 'Transformed: SON_3_AY_TKSTL_TUTAR_TL';

447 length OPT_SON_3_AY_TKSTL_TUTAR_TL $13;

448 if (SON_3_AY_TKSTL_TUTAR_TL eq .) then OPT_SON_3_AY_TKSTL_TUTAR_TL="_MISSING_";

449 else

450 if (SON_3_AY_TKSTL_TUTAR_TL < 0.005) then

451 OPT_SON_3_AY_TKSTL_TUTAR_TL = "01:low-0.005";

452 else

453 if (SON_3_AY_TKSTL_TUTAR_TL >= 0.005) then

454 OPT_SON_3_AY_TKSTL_TUTAR_TL = "02:0.005-high";

455 label OPT_SON_3_AY_TRZM_TUTAR_TL = 'Transformed: SON_3_AY_TRZM_TUTAR_TL';

456 length OPT_SON_3_AY_TRZM_TUTAR_TL $12;

457 if (SON_3_AY_TRZM_TUTAR_TL eq .) then OPT_SON_3_AY_TRZM_TUTAR_TL="_MISSING_";

458 else

459 if (SON_3_AY_TRZM_TUTAR_TL < 8.62) then

460 OPT_SON_3_AY_TRZM_TUTAR_TL = "01:low-8.62";

9 The SAS System 08:57 Tuesday, May 13, 2014

461 else

462 if (SON_3_AY_TRZM_TUTAR_TL >= 8.62) then

463 OPT_SON_3_AY_TRZM_TUTAR_TL = "02:8.62-high";

464 label OPT_SON_3_AY_ULASIM_TUTAR_TL = 'Transformed: SON_3_AY_ULASIM_TUTAR_TL';

465 length OPT_SON_3_AY_ULASIM_TUTAR_TL $12;

466 if (SON_3_AY_ULASIM_TUTAR_TL eq .) then OPT_SON_3_AY_ULASIM_TUTAR_TL="_MISSING_";

467 else

468 if (SON_3_AY_ULASIM_TUTAR_TL < 3.75) then

469 OPT_SON_3_AY_ULASIM_TUTAR_TL = "01:low-3.75";

470 else

471 if (SON_3_AY_ULASIM_TUTAR_TL >= 3.75) then

472 OPT_SON_3_AY_ULASIM_TUTAR_TL = "02:3.75-high";

473 label OPT_SON_AY_AKRYKT_TUTAR_TL = 'Transformed: SON_AY_AKRYKT_TUTAR_TL';

474 length OPT_SON_AY_AKRYKT_TUTAR_TL $12;

475 if (SON_AY_AKRYKT_TUTAR_TL eq .) then OPT_SON_AY_AKRYKT_TUTAR_TL="_MISSING_";

476 else

477 if (SON_AY_AKRYKT_TUTAR_TL < 1.25) then

478 OPT_SON_AY_AKRYKT_TUTAR_TL = "01:low-1.25";

479 else

480 if (SON_AY_AKRYKT_TUTAR_TL >= 1.25) then

481 OPT_SON_AY_AKRYKT_TUTAR_TL = "02:1.25-high";

482 label OPT_SON_AY_EV_TKSTL_TUTAR_TL = 'Transformed: SON_AY_EV_TKSTL_TUTAR_TL';

483 length OPT_SON_AY_EV_TKSTL_TUTAR_TL $26;

484 if (SON_AY_EV_TKSTL_TUTAR_TL eq .) then OPT_SON_AY_EV_TKSTL_TUTAR_TL="03:246.65-286.375, MISSING";

485 else

486 if (SON_AY_EV_TKSTL_TUTAR_TL < 0.75) then

487 OPT_SON_AY_EV_TKSTL_TUTAR_TL = "01:low-0.75";

488 else

489 if (SON_AY_EV_TKSTL_TUTAR_TL >= 0.75 and SON_AY_EV_TKSTL_TUTAR_TL < 246.65) then

490 OPT_SON_AY_EV_TKSTL_TUTAR_TL = "02:0.75-246.65";

491 else

492 if (SON_AY_EV_TKSTL_TUTAR_TL >= 246.65 and SON_AY_EV_TKSTL_TUTAR_TL < 286.375) then

493 OPT_SON_AY_EV_TKSTL_TUTAR_TL = "03:246.65-286.375, MISSING";

494 else

495 if (SON_AY_EV_TKSTL_TUTAR_TL >= 286.375) then

496 OPT_SON_AY_EV_TKSTL_TUTAR_TL = "04:286.375-high";

497 label OPT_SON_AY_GIDA_TUTAR_TL = 'Transformed: SON_AY_GIDA_TUTAR_TL';

498 length OPT_SON_AY_GIDA_TUTAR_TL $16;

499 if (SON_AY_GIDA_TUTAR_TL eq .) then OPT_SON_AY_GIDA_TUTAR_TL="_MISSING_";

500 else

501 if (SON_AY_GIDA_TUTAR_TL < 1.595) then

502 OPT_SON_AY_GIDA_TUTAR_TL = "01:low-1.595";

503 else

504 if (SON_AY_GIDA_TUTAR_TL >= 1.595 and SON_AY_GIDA_TUTAR_TL < 256.365) then

505 OPT_SON_AY_GIDA_TUTAR_TL = "02:1.595-256.365";

506 else

507 if (SON_AY_GIDA_TUTAR_TL >= 256.365) then

508 OPT_SON_AY_GIDA_TUTAR_TL = "03:256.365-high";

509 label OPT_SON_AY_SGLK_TUTAR_TL = 'Transformed: SON_AY_SGLK_TUTAR_TL';

510 length OPT_SON_AY_SGLK_TUTAR_TL $13;

511 if (SON_AY_SGLK_TUTAR_TL eq .) then OPT_SON_AY_SGLK_TUTAR_TL="_MISSING_";

512 else

513 if (SON_AY_SGLK_TUTAR_TL < 1.125) then

514 OPT_SON_AY_SGLK_TUTAR_TL = "01:low-1.125";

515 else

516 if (SON_AY_SGLK_TUTAR_TL >= 1.125) then

517 OPT_SON_AY_SGLK_TUTAR_TL = "02:1.125-high";

518 label OPT_SON_AY_TAUM = 'Transformed SON_AY_TAUM';

10 The SAS System 08:57 Tuesday, May 13, 2014

519 length OPT_SON_AY_TAUM $21;

520 if (SON_AY_TAUM eq .) then OPT_SON_AY_TAUM="01:low-5.505, MISSING";

521 else

522 if (SON_AY_TAUM < 5.505) then

523 OPT_SON_AY_TAUM = "01:low-5.505, MISSING";

524 else

525 if (SON_AY_TAUM >= 5.505 and SON_AY_TAUM < 9080.5) then

526 OPT_SON_AY_TAUM = "02:5.505-9080.5";

527 else

528 if (SON_AY_TAUM >= 9080.5) then

529 OPT_SON_AY_TAUM = "03:9080.5-high";

530 label OPT_SON_AY_TEKSTIL_TUTAR_TL = 'Transformed: SON_AY_TEKSTIL_TUTAR_TL';

531 length OPT_SON_AY_TEKSTIL_TUTAR_TL $12;

532 if (SON_AY_TEKSTIL_TUTAR_TL eq .) then OPT_SON_AY_TEKSTIL_TUTAR_TL="_MISSING_";

533 else

534 if (SON_AY_TEKSTIL_TUTAR_TL < 4.45) then

535 OPT_SON_AY_TEKSTIL_TUTAR_TL = "01:low-4.45";

536 else

537 if (SON_AY_TEKSTIL_TUTAR_TL >= 4.45) then

538 OPT_SON_AY_TEKSTIL_TUTAR_TL = "02:4.45-high";

539 label OPT_SON_AY_TKNLJ_TUTAR_TL = 'Transformed: SON_AY_TKNLJ_TUTAR_TL';

540 length OPT_SON_AY_TKNLJ_TUTAR_TL $12;

541 if (SON_AY_TKNLJ_TUTAR_TL eq .) then OPT_SON_AY_TKNLJ_TUTAR_TL="_MISSING_";

542 else

543 if (SON_AY_TKNLJ_TUTAR_TL < 2.15) then

544 OPT_SON_AY_TKNLJ_TUTAR_TL = "01:low-2.15";

545 else

546 if (SON_AY_TKNLJ_TUTAR_TL >= 2.15) then

547 OPT_SON_AY_TKNLJ_TUTAR_TL = "02:2.15-high";

548 *------------------------------------------------------------*;

549 * TOOL: Regression;

550 * TYPE: MODEL;

551 * NODE: Reg2;

552 *------------------------------------------------------------*;

553 *************************************;

554 *** begin scoring code for regression;

555 *************************************;

556

557 length _WARN_ $4;

558 label _WARN_ = 'Warnings' ;

559

560 length I_TARGET $ 12;

561 label I_TARGET = 'Into: TARGET' ;

562 *** Target Values;

563 array REG2DRF [2] $12 _temporary_ ('1' '0' );

564 label U_TARGET = 'Unnormalized Into: TARGET' ;

565 *** Unnormalized target values;

566 ARRAY REG2DRU[2] _TEMPORARY_ (1 0);

567

568 drop _DM_BAD;

569 _DM_BAD=0;

570

571 *** Generate dummy variables for BNK_KHM_SON_AY_VAR ;

572 drop _1_0 ;

573 if missing( BNK_KHM_SON_AY_VAR ) then do;

574 _1_0 = .;

575 substr(_warn_,1,1) = 'M';

576 _DM_BAD = 1;

11 The SAS System 08:57 Tuesday, May 13, 2014

577 end;

578 else do;

579 length _dm12 $ 12; drop _dm12 ;

580 _dm12 = put( BNK_KHM_SON_AY_VAR , BEST12. );

581 %DMNORMIP( _dm12 )

582 if _dm12 = '0' then do;

583 _1_0 = 1;

584 end;

585 else if _dm12 = '1' then do;

586 _1_0 = -1;

587 end;

588 else do;

589 _1_0 = .;

590 substr(_warn_,2,1) = 'U';

591 _DM_BAD = 1;

592 end;

593 end;

594

595 *** Generate dummy variables for BNK_KMH_SON_3_AY_KACKEZ ;

596 drop _2_0 _2_1 _2_2 ;

597 if missing( BNK_KMH_SON_3_AY_KACKEZ ) then do;

598 _2_0 = .;

599 _2_1 = .;

600 _2_2 = .;

601 substr(_warn_,1,1) = 'M';

602 _DM_BAD = 1;

603 end;

604 else do;

605 length _dm12 $ 12; drop _dm12 ;

606 _dm12 = put( BNK_KMH_SON_3_AY_KACKEZ , BEST12. );

607 %DMNORMIP( _dm12 )

608 if _dm12 = '0' then do;

609 _2_0 = 1;

610 _2_1 = 0;

611 _2_2 = 0;

612 end;

613 else if _dm12 = '3' then do;

614 _2_0 = -1;

615 _2_1 = -1;

616 _2_2 = -1;

617 end;

618 else if _dm12 = '2' then do;

619 _2_0 = 0;

620 _2_1 = 0;

621 _2_2 = 1;

622 end;

623 else if _dm12 = '1' then do;

624 _2_0 = 0;

625 _2_1 = 1;

626 _2_2 = 0;

627 end;

628 else do;

629 _2_0 = .;

630 _2_1 = .;

631 _2_2 = .;

632 substr(_warn_,2,1) = 'U';

633 _DM_BAD = 1;

634 end;

12 The SAS System 08:57 Tuesday, May 13, 2014

635 end;

636

637 *** Generate dummy variables for BNK_KMH_SON_6_AY_KACKEZ ;

638 drop _3_0 _3_1 _3_2 _3_3 _3_4 _3_5 ;

639 *** encoding is sparse, initialize to zero;

640 _3_0 = 0;

641 _3_1 = 0;

642 _3_2 = 0;

643 _3_3 = 0;

644 _3_4 = 0;

645 _3_5 = 0;

646 if missing( BNK_KMH_SON_6_AY_KACKEZ ) then do;

647 _3_0 = .;

648 _3_1 = .;

649 _3_2 = .;

650 _3_3 = .;

651 _3_4 = .;

652 _3_5 = .;

653 substr(_warn_,1,1) = 'M';

654 _DM_BAD = 1;

655 end;

656 else do;

657 length _dm12 $ 12; drop _dm12 ;

658 _dm12 = put( BNK_KMH_SON_6_AY_KACKEZ , BEST12. );

659 %DMNORMIP( _dm12 )

660 _dm_find = 0; drop _dm_find;

661 if _dm12 <= '3' then do;

662 if _dm12 <= '1' then do;

663 if _dm12 = '0' then do;

664 _3_0 = 1;

665 _dm_find = 1;

666 end;

667 else do;

668 if _dm12 = '1' then do;

669 _3_1 = 1;

670 _dm_find = 1;

671 end;

672 end;

673 end;

674 else do;

675 if _dm12 = '2' then do;

676 _3_2 = 1;

677 _dm_find = 1;

678 end;

679 else do;

680 if _dm12 = '3' then do;

681 _3_3 = 1;

682 _dm_find = 1;

683 end;

684 end;

685 end;

686 end;

687 else do;

688 if _dm12 <= '5' then do;

689 if _dm12 = '4' then do;

690 _3_4 = 1;

691 _dm_find = 1;

692 end;

13 The SAS System 08:57 Tuesday, May 13, 2014

693 else do;

694 if _dm12 = '5' then do;

695 _3_5 = 1;

696 _dm_find = 1;

697 end;

698 end;

699 end;

700 else do;

701 if _dm12 = '6' then do;

702 _3_0 = -1;

703 _3_1 = -1;

704 _3_2 = -1;

705 _3_3 = -1;

706 _3_4 = -1;

707 _3_5 = -1;

708 _dm_find = 1;

709 end;

710 end;

711 end;

712 if not _dm_find then do;

713 _3_0 = .;

714 _3_1 = .;

715 _3_2 = .;

716 _3_3 = .;

717 _3_4 = .;

718 _3_5 = .;

719 substr(_warn_,2,1) = 'U';

720 _DM_BAD = 1;

721 end;

722 end;

723

724 *** Generate dummy variables for BNK_MAAS_SON_6_AY_KACKEZ ;

725 drop _5_0 _5_1 _5_2 _5_3 ;

726 *** encoding is sparse, initialize to zero;

727 _5_0 = 0;

728 _5_1 = 0;

729 _5_2 = 0;

730 _5_3 = 0;

731 if missing( BNK_MAAS_SON_6_AY_KACKEZ ) then do;

732 _5_0 = .;

733 _5_1 = .;

734 _5_2 = .;

735 _5_3 = .;

736 substr(_warn_,1,1) = 'M';

737 _DM_BAD = 1;

738 end;

739 else do;

740 length _dm12 $ 12; drop _dm12 ;

741 _dm12 = put( BNK_MAAS_SON_6_AY_KACKEZ , BEST12. );

742 %DMNORMIP( _dm12 )

743 if _dm12 = '0' then do;

744 _5_0 = 1;

745 end;

746 else if _dm12 = '6' then do;

747 _5_0 = -1;

748 _5_1 = -1;

749 _5_2 = -1;

750 _5_3 = -1;

14 The SAS System 08:57 Tuesday, May 13, 2014

751 end;

752 else if _dm12 = '2' then do;

753 _5_2 = 1;

754 end;

755 else if _dm12 = '3' then do;

756 _5_3 = 1;

757 end;

758 else if _dm12 = '1' then do;

759 _5_1 = 1;

760 end;

761 else do;

762 _5_0 = .;

763 _5_1 = .;

764 _5_2 = .;

765 _5_3 = .;

766 substr(_warn_,2,1) = 'U';

767 _DM_BAD = 1;

768 end;

769 end;

770

771 *** Generate dummy variables for BNK_MAAS_SON_AY_VAR ;

772 drop _7_0 ;

773 if missing( BNK_MAAS_SON_AY_VAR ) then do;

774 _7_0 = .;

775 substr(_warn_,1,1) = 'M';

776 _DM_BAD = 1;

777 end;

778 else do;

779 length _dm12 $ 12; drop _dm12 ;

780 _dm12 = put( BNK_MAAS_SON_AY_VAR , BEST12. );

781 %DMNORMIP( _dm12 )

782 if _dm12 = '0' then do;

783 _7_0 = 1;

784 end;

785 else if _dm12 = '1' then do;

786 _7_0 = -1;

787 end;

788 else do;

789 _7_0 = .;

790 substr(_warn_,2,1) = 'U';

791 _DM_BAD = 1;

792 end;

793 end;

794

795 *** Generate dummy variables for DEM_BAKMAKLA_YUKULMLU_KISI_SAY ;

796 drop _8_0 _8_1 _8_2 ;

797 if missing( DEM_BAKMAKLA_YUKULMLU_KISI_SAY ) then do;

798 _8_0 = .;

799 _8_1 = .;

800 _8_2 = .;

801 substr(_warn_,1,1) = 'M';

802 _DM_BAD = 1;

803 end;

804 else do;

805 length _dm3 $ 3; drop _dm3 ;

806 _dm3 = put( DEM_BAKMAKLA_YUKULMLU_KISI_SAY , 3. );

807 %DMNORMIP( _dm3 )

808 if _dm3 = '0' then do;

15 The SAS System 08:57 Tuesday, May 13, 2014

809 _8_0 = 1;

810 _8_1 = 0;

811 _8_2 = 0;

812 end;

813 else if _dm3 = '1' then do;

814 _8_0 = 0;

815 _8_1 = 1;

816 _8_2 = 0;

817 end;

818 else if _dm3 = '2' then do;

819 _8_0 = 0;

820 _8_1 = 0;

821 _8_2 = 1;

822 end;

823 else if _dm3 = '3' then do;

824 _8_0 = -1;

825 _8_1 = -1;

826 _8_2 = -1;

827 end;

828 else do;

829 _8_0 = .;

830 _8_1 = .;

831 _8_2 = .;

832 substr(_warn_,2,1) = 'U';

833 _DM_BAD = 1;

834 end;

835 end;

836

837 *** Generate dummy variables for DEM_BAKMAKLA_YUKUMLU_KISI_SAY ;

838 drop _9_0 ;

839 if missing( DEM_BAKMAKLA_YUKUMLU_KISI_SAY ) then do;

840 _9_0 = .;

841 substr(_warn_,1,1) = 'M';

842 _DM_BAD = 1;

843 end;

844 else do;

845 length _dm13 $ 13; drop _dm13 ;

846 %DMNORMCP( DEM_BAKMAKLA_YUKUMLU_KISI_SAY , _dm13 )

847 if _dm13 = '0-3 KISI' then do;

848 _9_0 = 1;

849 end;

850 else if _dm13 = 'BELIRTILMEMIS' then do;

851 _9_0 = -1;

852 end;

853 else do;

854 _9_0 = .;

855 substr(_warn_,2,1) = 'U';

856 _DM_BAD = 1;

857 end;

858 end;

859

860 *** Generate dummy variables for DEM_Egitim ;

861 drop _10_0 _10_1 _10_2 _10_3 ;

862 *** encoding is sparse, initialize to zero;

863 _10_0 = 0;

864 _10_1 = 0;

865 _10_2 = 0;

866 _10_3 = 0;

16 The SAS System 08:57 Tuesday, May 13, 2014

867 if missing( DEM_Egitim ) then do;

868 _10_0 = .;

869 _10_1 = .;

870 _10_2 = .;

871 _10_3 = .;

872 substr(_warn_,1,1) = 'M';

873 _DM_BAD = 1;

874 end;

875 else do;

876 length _dm32 $ 32; drop _dm32 ;

877 length _dm100 $ 100; drop _dm100;

878 _dm100 = put( DEM_Egitim , $100. );

_____

WARNING: Variable DEM_Egitim has already been defined as numeric.

ERROR 29-185: Width specified for format is invalid.

879 %DMNORMCP( _dm100, _dm32 )

880 _dm_find = 0; drop _dm_find;

881 if _dm32 <= 'Y.LİSANS' then do;

882 if _dm32 <= 'ORTA' then do;

883 if _dm32 = 'LİSE' then do;

884 _10_0 = 1;

885 _dm_find = 1;

886 end;

887 else do;

888 if _dm32 = 'ORTA' then do;

889 _10_1 = 1;

890 _dm_find = 1;

891 end;

892 end;

893 end;

894 else do;

895 if _dm32 = 'Y.LİSANS' then do;

896 _10_2 = 1;

897 _dm_find = 1;

898 end;

899 end;

900 end;

901 else do;

902 if _dm32 = 'ÜNİVERSİTE' then do;

903 _10_3 = 1;

904 _dm_find = 1;

905 end;

906 else do;

907 if _dm32 = 'İLKOKUL' then do;

908 _10_0 = -1;

909 _10_1 = -1;

910 _10_2 = -1;

911 _10_3 = -1;

912 _dm_find = 1;

913 end;

914 end;

915 end;

916 if not _dm_find then do;

917 _10_0 = .;

918 _10_1 = .;

919 _10_2 = .;

17 The SAS System 08:57 Tuesday, May 13, 2014

920 _10_3 = .;

921 substr(_warn_,2,1) = 'U';

922 _DM_BAD = 1;

923 end;

924 end;

925

926 *** Generate dummy variables for DEM_IL_GELISMISLIK_KOD ;

927 drop _11_0 _11_1 _11_2 _11_3 ;

928 *** encoding is sparse, initialize to zero;

929 _11_0 = 0;

930 _11_1 = 0;

931 _11_2 = 0;

932 _11_3 = 0;

933 if missing( DEM_IL_GELISMISLIK_KOD ) then do;

934 _11_0 = .;

935 _11_1 = .;

936 _11_2 = .;

937 _11_3 = .;

938 substr(_warn_,1,1) = 'M';

939 _DM_BAD = 1;

940 end;

941 else do;

942 length _dm1 $ 1; drop _dm1 ;

943 %DMNORMCP( DEM_IL_GELISMISLIK_KOD , _dm1 )

944 _dm_find = 0; drop _dm_find;

945 if _dm1 <= 'C' then do;

946 if _dm1 <= 'B' then do;

947 if _dm1 = 'A' then do;

948 _11_0 = 1;

949 _dm_find = 1;

950 end;

951 else do;

952 if _dm1 = 'B' then do;

953 _11_1 = 1;

954 _dm_find = 1;

955 end;

956 end;

957 end;

958 else do;

959 if _dm1 = 'C' then do;

960 _11_2 = 1;

961 _dm_find = 1;

962 end;

963 end;

964 end;

965 else do;

966 if _dm1 = 'D' then do;

967 _11_3 = 1;

968 _dm_find = 1;

969 end;

970 else do;

971 if _dm1 = 'E' then do;

972 _11_0 = -1;

973 _11_1 = -1;

974 _11_2 = -1;

975 _11_3 = -1;

976 _dm_find = 1;

977 end;

18 The SAS System 08:57 Tuesday, May 13, 2014

978 end;

979 end;

980 if not _dm_find then do;

981 _11_0 = .;

982 _11_1 = .;

983 _11_2 = .;

984 _11_3 = .;

985 substr(_warn_,2,1) = 'U';

986 _DM_BAD = 1;

987 end;

988 end;

989

990 *** Generate dummy variables for DEM_IS_Ana_Grup ;

991 drop _12_0 _12_1 _12_2 _12_3 _12_4 _12_5 ;

992 *** encoding is sparse, initialize to zero;

993 _12_0 = 0;

994 _12_1 = 0;

995 _12_2 = 0;

996 _12_3 = 0;

997 _12_4 = 0;

998 _12_5 = 0;

999 if missing( DEM_IS_Ana_Grup ) then do;

1000 _12_0 = .;

1001 _12_1 = .;

1002 _12_2 = .;

1003 _12_3 = .;

1004 _12_4 = .;

1005 _12_5 = .;

1006 substr(_warn_,1,1) = 'M';

1007 _DM_BAD = 1;

1008 end;

1009 else do;

1010 length _dm32 $ 32; drop _dm32 ;

1011 length _dm100 $ 100; drop _dm100;

1012 _dm100 = put( DEM_IS_Ana_Grup , $100. );

_____

WARNING: Variable DEM_IS_Ana_Grup has already been defined as numeric.

ERROR 29-185: Width specified for format is invalid.

1013 %DMNORMCP( _dm100, _dm32 )

1014 _dm_find = 0; drop _dm_find;

1015 if _dm32 <= 'KAMU SEKTÖRÜNDE ÜCRETLİ' then do;

1016 if _dm32 <= 'EMEKLİ' then do;

1017 if _dm32 = 'BELIRTILMEMIS' then do;

1018 _12_0 = 1;

1019 _dm_find = 1;

1020 end;

1021 else do;

1022 if _dm32 = 'EMEKLİ' then do;

1023 _12_1 = 1;

1024 _dm_find = 1;

1025 end;

1026 end;

1027 end;

1028 else do;

1029 if _dm32 = 'EV HANIMI' then do;

1030 _12_2 = 1;

19 The SAS System 08:57 Tuesday, May 13, 2014

1031 _dm_find = 1;

1032 end;

1033 else do;

1034 if _dm32 = 'KAMU SEKTÖRÜNDE ÜCRETLİ' then do;

1035 _12_3 = 1;

1036 _dm_find = 1;

1037 end;

1038 end;

1039 end;

1040 end;

1041 else do;

1042 if _dm32 <= 'ÇALIŞMIYOR' then do;

1043 if _dm32 = 'KENDİ İŞİ' then do;

1044 _12_4 = 1;

1045 _dm_find = 1;

1046 end;

1047 else do;

1048 if _dm32 = 'ÇALIŞMIYOR' then do;

1049 _12_5 = 1;

1050 _dm_find = 1;

1051 end;

1052 end;

1053 end;

1054 else do;

1055 if _dm32 = 'ÖZEL SEKTÖRDE ÜCRETLİ' then do;

1056 _12_0 = -1;

1057 _12_1 = -1;

1058 _12_2 = -1;

1059 _12_3 = -1;

1060 _12_4 = -1;

1061 _12_5 = -1;

1062 _dm_find = 1;

1063 end;

1064 end;

1065 end;

1066 if not _dm_find then do;

1067 _12_0 = .;

1068 _12_1 = .;

1069 _12_2 = .;

1070 _12_3 = .;

1071 _12_4 = .;

1072 _12_5 = .;

1073 substr(_warn_,2,1) = 'U';

1074 _DM_BAD = 1;

1075 end;

1076 end;

1077

1078 *** Generate dummy variables for DEM_Musteri_Omru_Bracket ;

1079 drop _13_0 _13_1 _13_2 _13_3 _13_4 _13_5 ;

1080 *** encoding is sparse, initialize to zero;

1081 _13_0 = 0;

1082 _13_1 = 0;

1083 _13_2 = 0;

1084 _13_3 = 0;

1085 _13_4 = 0;

1086 _13_5 = 0;

1087 if missing( DEM_Musteri_Omru_Bracket ) then do;

1088 _13_0 = .;

20 The SAS System 08:57 Tuesday, May 13, 2014

1089 _13_1 = .;

1090 _13_2 = .;

1091 _13_3 = .;

1092 _13_4 = .;

1093 _13_5 = .;

1094 substr(_warn_,1,1) = 'M';

1095 _DM_BAD = 1;

1096 end;

1097 else do;

1098 length _dm9 $ 9; drop _dm9 ;

1099 %DMNORMCP( DEM_Musteri_Omru_Bracket , _dm9 )

1100 if _dm9 = '1-3 YIL' then do;

1101 _13_2 = 1;

1102 end;

1103 else if _dm9 = '3-5 YIL' then do;

1104 _13_4 = 1;

1105 end;

1106 else if _dm9 = '0-1 YIL' then do;

1107 _13_1 = 1;

1108 end;

1109 else if _dm9 = '5-7 YIL' then do;

1110 _13_5 = 1;

1111 end;

1112 else if _dm9 = '7-10 YIL' then do;

1113 _13_0 = -1;

1114 _13_1 = -1;

1115 _13_2 = -1;

1116 _13_3 = -1;

1117 _13_4 = -1;

1118 _13_5 = -1;

1119 end;

1120 else if _dm9 = '10-15 YIL' then do;

1121 _13_3 = 1;

1122 end;

1123 else if _dm9 = '+15 YIL' then do;

1124 _13_0 = 1;

1125 end;

1126 else do;

1127 _13_0 = .;

1128 _13_1 = .;

1129 _13_2 = .;

1130 _13_3 = .;

1131 _13_4 = .;

1132 _13_5 = .;

1133 substr(_warn_,2,1) = 'U';

1134 _DM_BAD = 1;

1135 end;

1136 end;

1137

1138 *** Generate dummy variables for DEM_Musteri_Yas_Bracket ;

1139 drop _14_0 _14_1 _14_2 _14_3 _14_4 ;

1140 *** encoding is sparse, initialize to zero;

1141 _14_0 = 0;

1142 _14_1 = 0;

1143 _14_2 = 0;

1144 _14_3 = 0;

1145 _14_4 = 0;

1146 if missing( DEM_Musteri_Yas_Bracket ) then do;

21 The SAS System 08:57 Tuesday, May 13, 2014

1147 _14_0 = .;

1148 _14_1 = .;

1149 _14_2 = .;

1150 _14_3 = .;

1151 _14_4 = .;

1152 substr(_warn_,1,1) = 'M';

1153 _DM_BAD = 1;

1154 end;

1155 else do;

1156 length _dm5 $ 5; drop _dm5 ;

1157 %DMNORMCP( DEM_Musteri_Yas_Bracket , _dm5 )

1158 if _dm5 = '30-40' then do;

1159 _14_2 = 1;

1160 end;

1161 else if _dm5 = '50-65' then do;

1162 _14_4 = 1;

1163 end;

1164 else if _dm5 = '40-50' then do;

1165 _14_3 = 1;

1166 end;

1167 else if _dm5 = '25-30' then do;

1168 _14_1 = 1;

1169 end;

1170 else if _dm5 = '65+' then do;

1171 _14_0 = -1;

1172 _14_1 = -1;

1173 _14_2 = -1;

1174 _14_3 = -1;

1175 _14_4 = -1;

1176 end;

1177 else if _dm5 = '18-25' then do;

1178 _14_0 = 1;

1179 end;

1180 else do;

1181 _14_0 = .;

1182 _14_1 = .;

1183 _14_2 = .;

1184 _14_3 = .;

1185 _14_4 = .;

1186 substr(_warn_,2,1) = 'U';

1187 _DM_BAD = 1;

1188 end;

1189 end;

1190

1191 *** Generate dummy variables for GUN_PKT_F ;

1192 drop _15_0 ;

1193 if missing( GUN_PKT_F ) then do;

1194 _15_0 = .;

1195 substr(_warn_,1,1) = 'M';

1196 _DM_BAD = 1;

1197 end;

1198 else do;

1199 length _dm2 $ 2; drop _dm2 ;

1200 _dm2 = put( GUN_PKT_F , 2. );

1201 %DMNORMIP( _dm2 )

1202 if _dm2 = '0' then do;

1203 _15_0 = 1;

1204 end;

22 The SAS System 08:57 Tuesday, May 13, 2014

1205 else if _dm2 = '1' then do;

1206 _15_0 = -1;

1207 end;

1208 else do;

1209 _15_0 = .;

1210 substr(_warn_,2,1) = 'U';

1211 _DM_BAD = 1;

1212 end;

1213 end;

1214

1215 *** Generate dummy variables for IHTIYAC_2013_SON_6_AY_KACKEZ ;

1216 drop _16_0 _16_1 _16_2 _16_3 _16_4 _16_5 ;

1217 *** encoding is sparse, initialize to zero;

1218 _16_0 = 0;

1219 _16_1 = 0;

1220 _16_2 = 0;

1221 _16_3 = 0;

1222 _16_4 = 0;

1223 _16_5 = 0;

1224 if missing( IHTIYAC_2013_SON_6_AY_KACKEZ ) then do;

1225 _16_0 = .;

1226 _16_1 = .;

1227 _16_2 = .;

1228 _16_3 = .;

1229 _16_4 = .;

1230 _16_5 = .;

1231 substr(_warn_,1,1) = 'M';

1232 _DM_BAD = 1;

1233 end;

1234 else do;

1235 length _dm12 $ 12; drop _dm12 ;

1236 _dm12 = put( IHTIYAC_2013_SON_6_AY_KACKEZ , BEST12. );

1237 %DMNORMIP( _dm12 )

1238 if _dm12 = '0' then do;

1239 _16_0 = 1;

1240 end;

1241 else if _dm12 = '6' then do;

1242 _16_0 = -1;

1243 _16_1 = -1;

1244 _16_2 = -1;

1245 _16_3 = -1;

1246 _16_4 = -1;

1247 _16_5 = -1;

1248 end;

1249 else if _dm12 = '3' then do;

1250 _16_3 = 1;

1251 end;

1252 else if _dm12 = '5' then do;

1253 _16_5 = 1;

1254 end;

1255 else if _dm12 = '4' then do;

1256 _16_4 = 1;

1257 end;

1258 else if _dm12 = '1' then do;

1259 _16_1 = 1;

1260 end;

1261 else if _dm12 = '2' then do;

1262 _16_2 = 1;

23 The SAS System 08:57 Tuesday, May 13, 2014

1263 end;

1264 else do;

1265 _16_0 = .;

1266 _16_1 = .;

1267 _16_2 = .;

1268 _16_3 = .;

1269 _16_4 = .;

1270 _16_5 = .;

1271 substr(_warn_,2,1) = 'U';

1272 _DM_BAD = 1;

1273 end;

1274 end;

1275

1276 *** Generate dummy variables for IHTIYAC_2013_SON_AY_VAR ;

1277 drop _17_0 ;

1278 if missing( IHTIYAC_2013_SON_AY_VAR ) then do;

1279 _17_0 = .;

1280 substr(_warn_,1,1) = 'M';

1281 _DM_BAD = 1;

1282 end;

1283 else do;

1284 length _dm12 $ 12; drop _dm12 ;

1285 _dm12 = put( IHTIYAC_2013_SON_AY_VAR , BEST12. );

1286 %DMNORMIP( _dm12 )

1287 if _dm12 = '0' then do;

1288 _17_0 = 1;

1289 end;

1290 else if _dm12 = '1' then do;

1291 _17_0 = -1;

1292 end;

1293 else do;

1294 _17_0 = .;

1295 substr(_warn_,2,1) = 'U';

1296 _DM_BAD = 1;

1297 end;

1298 end;

1299

1300 *** Generate dummy variables for KKB_SKOR_BRACKET ;

1301 drop _18_0 _18_1 ;

1302 if missing( KKB_SKOR_BRACKET ) then do;

1303 _18_0 = .;

1304 _18_1 = .;

1305 substr(_warn_,1,1) = 'M';

1306 _DM_BAD = 1;

1307 end;

1308 else do;

1309 length _dm9 $ 9; drop _dm9 ;

1310 %DMNORMCP( KKB_SKOR_BRACKET , _dm9 )

1311 if _dm9 = 'DUSUK' then do;

1312 _18_0 = 0;

1313 _18_1 = 1;

1314 end;

1315 else if _dm9 = 'ORTA' then do;

1316 _18_0 = -1;

1317 _18_1 = -1;

1318 end;

1319 else if _dm9 = 'COK_DUSUK' then do;

1320 _18_0 = 1;

24 The SAS System 08:57 Tuesday, May 13, 2014

1321 _18_1 = 0;

1322 end;

1323 else do;

1324 _18_0 = .;

1325 _18_1 = .;

1326 substr(_warn_,2,1) = 'U';

1327 _DM_BAD = 1;

1328 end;

1329 end;

1330

1331 *** Generate dummy variables for KK_AKT_2013_SON_3_AY_K ;

1332 drop _19_0 _19_1 _19_2 ;

1333 if missing( KK_AKT_2013_SON_3_AY_K ) then do;

1334 _19_0 = .;

1335 _19_1 = .;

1336 _19_2 = .;

1337 substr(_warn_,1,1) = 'M';

1338 _DM_BAD = 1;

1339 end;

1340 else do;

1341 length _dm12 $ 12; drop _dm12 ;

1342 _dm12 = put( KK_AKT_2013_SON_3_AY_K , BEST12. );

1343 %DMNORMIP( _dm12 )

1344 if _dm12 = '0' then do;

1345 _19_0 = 1;

1346 _19_1 = 0;

1347 _19_2 = 0;

1348 end;

1349 else if _dm12 = '3' then do;

1350 _19_0 = -1;

1351 _19_1 = -1;

1352 _19_2 = -1;

1353 end;

1354 else if _dm12 = '2' then do;

1355 _19_0 = 0;

1356 _19_1 = 0;

1357 _19_2 = 1;

1358 end;

1359 else if _dm12 = '1' then do;

1360 _19_0 = 0;

1361 _19_1 = 1;

1362 _19_2 = 0;

1363 end;

1364 else do;

1365 _19_0 = .;

1366 _19_1 = .;

1367 _19_2 = .;

1368 substr(_warn_,2,1) = 'U';

1369 _DM_BAD = 1;

1370 end;

1371 end;

1372

1373 *** Generate dummy variables for KK_AKT_2013_SON_6_AY_VAR ;

1374 drop _20_0 ;

1375 if missing( KK_AKT_2013_SON_6_AY_VAR ) then do;

1376 _20_0 = .;

1377 substr(_warn_,1,1) = 'M';

1378 _DM_BAD = 1;

25 The SAS System 08:57 Tuesday, May 13, 2014

1379 end;

1380 else do;

1381 length _dm12 $ 12; drop _dm12 ;

1382 _dm12 = put( KK_AKT_2013_SON_6_AY_VAR , BEST12. );

1383 %DMNORMIP( _dm12 )

1384 if _dm12 = '1' then do;

1385 _20_0 = -1;

1386 end;

1387 else if _dm12 = '0' then do;

1388 _20_0 = 1;

1389 end;

1390 else do;

1391 _20_0 = .;

1392 substr(_warn_,2,1) = 'U';

1393 _DM_BAD = 1;

1394 end;

1395 end;

1396

1397 *** Generate dummy variables for KK_AKT_2013_SON_AY_VAR ;

1398 drop _21_0 ;

1399 if missing( KK_AKT_2013_SON_AY_VAR ) then do;

1400 _21_0 = .;

1401 substr(_warn_,1,1) = 'M';

1402 _DM_BAD = 1;

1403 end;

1404 else do;

1405 length _dm12 $ 12; drop _dm12 ;

1406 _dm12 = put( KK_AKT_2013_SON_AY_VAR , BEST12. );

1407 %DMNORMIP( _dm12 )

1408 if _dm12 = '0' then do;

1409 _21_0 = 1;

1410 end;

1411 else if _dm12 = '1' then do;

1412 _21_0 = -1;

1413 end;

1414 else do;

1415 _21_0 = .;

1416 substr(_warn_,2,1) = 'U';

1417 _DM_BAD = 1;

1418 end;

1419 end;

1420

1421 *** Generate dummy variables for KK_AKT_SON_6_KAC ;

1422 drop _22_0 _22_1 _22_2 _22_3 _22_4 _22_5 ;

1423 *** encoding is sparse, initialize to zero;

1424 _22_0 = 0;

1425 _22_1 = 0;

1426 _22_2 = 0;

1427 _22_3 = 0;

1428 _22_4 = 0;

1429 _22_5 = 0;

1430 if missing( KK_AKT_SON_6_KAC ) then do;

1431 _22_0 = .;

1432 _22_1 = .;

1433 _22_2 = .;

1434 _22_3 = .;

1435 _22_4 = .;

1436 _22_5 = .;

26 The SAS System 08:57 Tuesday, May 13, 2014

1437 substr(_warn_,1,1) = 'M';

1438 _DM_BAD = 1;

1439 end;

1440 else do;

1441 length _dm12 $ 12; drop _dm12 ;

1442 _dm12 = put( KK_AKT_SON_6_KAC , BEST12. );

1443 %DMNORMIP( _dm12 )

1444 _dm_find = 0; drop _dm_find;

1445 if _dm12 <= '3' then do;

1446 if _dm12 <= '1' then do;

1447 if _dm12 = '0' then do;

1448 _22_0 = 1;

1449 _dm_find = 1;

1450 end;

1451 else do;

1452 if _dm12 = '1' then do;

1453 _22_1 = 1;

1454 _dm_find = 1;

1455 end;

1456 end;

1457 end;

1458 else do;

1459 if _dm12 = '2' then do;

1460 _22_2 = 1;

1461 _dm_find = 1;

1462 end;

1463 else do;

1464 if _dm12 = '3' then do;

1465 _22_3 = 1;

1466 _dm_find = 1;

1467 end;

1468 end;

1469 end;

1470 end;

1471 else do;

1472 if _dm12 <= '5' then do;

1473 if _dm12 = '4' then do;

1474 _22_4 = 1;

1475 _dm_find = 1;

1476 end;

1477 else do;

1478 if _dm12 = '5' then do;

1479 _22_5 = 1;

1480 _dm_find = 1;

1481 end;

1482 end;

1483 end;

1484 else do;

1485 if _dm12 = '6' then do;

1486 _22_0 = -1;

1487 _22_1 = -1;

1488 _22_2 = -1;

1489 _22_3 = -1;

1490 _22_4 = -1;

1491 _22_5 = -1;

1492 _dm_find = 1;

1493 end;

1494 end;

27 The SAS System 08:57 Tuesday, May 13, 2014

1495 end;

1496 if not _dm_find then do;

1497 _22_0 = .;

1498 _22_1 = .;

1499 _22_2 = .;

1500 _22_3 = .;

1501 _22_4 = .;

1502 _22_5 = .;

1503 substr(_warn_,2,1) = 'U';

1504 _DM_BAD = 1;

1505 end;

1506 end;

1507

1508 *** Generate dummy variables for KK_BONUS_HARC_SON_3_AY_KACKEZ ;

1509 drop _23_0 _23_1 ;

1510 if missing( KK_BONUS_HARC_SON_3_AY_KACKEZ ) then do;

1511 _23_0 = .;

1512 _23_1 = .;

1513 substr(_warn_,1,1) = 'M';

1514 _DM_BAD = 1;

1515 end;

1516 else do;

1517 length _dm12 $ 12; drop _dm12 ;

1518 _dm12 = put( KK_BONUS_HARC_SON_3_AY_KACKEZ , BEST12. );

1519 %DMNORMIP( _dm12 )

1520 if _dm12 = '0' then do;

1521 _23_0 = 1;

1522 _23_1 = 0;

1523 end;

1524 else if _dm12 = '1' then do;

1525 _23_0 = 0;

1526 _23_1 = 1;

1527 end;

1528 else if _dm12 = '2' then do;

1529 _23_0 = -1;

1530 _23_1 = -1;

1531 end;

1532 else do;

1533 _23_0 = .;

1534 _23_1 = .;

1535 substr(_warn_,2,1) = 'U';

1536 _DM_BAD = 1;

1537 end;

1538 end;

1539

1540 *** Generate dummy variables for KK_BONUS_HARC_SON_6_AY_KACKEZ ;

1541 drop _25_0 _25_1 _25_2 _25_3 ;

1542 *** encoding is sparse, initialize to zero;

1543 _25_0 = 0;

1544 _25_1 = 0;

1545 _25_2 = 0;

1546 _25_3 = 0;

1547 if missing( KK_BONUS_HARC_SON_6_AY_KACKEZ ) then do;

1548 _25_0 = .;

1549 _25_1 = .;

1550 _25_2 = .;

1551 _25_3 = .;

1552 substr(_warn_,1,1) = 'M';

28 The SAS System 08:57 Tuesday, May 13, 2014

1553 _DM_BAD = 1;

1554 end;

1555 else do;

1556 length _dm12 $ 12; drop _dm12 ;

1557 _dm12 = put( KK_BONUS_HARC_SON_6_AY_KACKEZ , BEST12. );

1558 %DMNORMIP( _dm12 )

1559 if _dm12 = '0' then do;

1560 _25_0 = 1;

1561 end;

1562 else if _dm12 = '1' then do;

1563 _25_1 = 1;

1564 end;

1565 else if _dm12 = '2' then do;

1566 _25_2 = 1;

1567 end;

1568 else if _dm12 = '3' then do;

1569 _25_3 = 1;

1570 end;

1571 else if _dm12 = '4' then do;

1572 _25_0 = -1;

1573 _25_1 = -1;

1574 _25_2 = -1;

1575 _25_3 = -1;

1576 end;

1577 else do;

1578 _25_0 = .;

1579 _25_1 = .;

1580 _25_2 = .;

1581 _25_3 = .;

1582 substr(_warn_,2,1) = 'U';

1583 _DM_BAD = 1;

1584 end;

1585 end;

1586

1587 *** Generate dummy variables for KK_BONUS_HARC_SON_AY_VAR ;

1588 drop _27_0 ;

1589 if missing( KK_BONUS_HARC_SON_AY_VAR ) then do;

1590 _27_0 = .;

1591 substr(_warn_,1,1) = 'M';

1592 _DM_BAD = 1;

1593 end;

1594 else do;

1595 length _dm12 $ 12; drop _dm12 ;

1596 _dm12 = put( KK_BONUS_HARC_SON_AY_VAR , BEST12. );

1597 %DMNORMIP( _dm12 )

1598 if _dm12 = '0' then do;

1599 _27_0 = 1;

1600 end;

1601 else if _dm12 = '1' then do;

1602 _27_0 = -1;

1603 end;

1604 else do;

1605 _27_0 = .;

1606 substr(_warn_,2,1) = 'U';

1607 _DM_BAD = 1;

1608 end;

1609 end;

1610

29 The SAS System 08:57 Tuesday, May 13, 2014

1611 *** Generate dummy variables for KK_SON_6_AY_KAC_KEZ_TNA ;

1612 drop _29_0 _29_1 _29_2 _29_3 _29_4 _29_5 ;

1613 *** encoding is sparse, initialize to zero;

1614 _29_0 = 0;

1615 _29_1 = 0;

1616 _29_2 = 0;

1617 _29_3 = 0;

1618 _29_4 = 0;

1619 _29_5 = 0;

1620 if missing( KK_SON_6_AY_KAC_KEZ_TNA ) then do;

1621 _29_0 = .;

1622 _29_1 = .;

1623 _29_2 = .;

1624 _29_3 = .;

1625 _29_4 = .;

1626 _29_5 = .;

1627 substr(_warn_,1,1) = 'M';

1628 _DM_BAD = 1;

1629 end;

1630 else do;

1631 length _dm12 $ 12; drop _dm12 ;

1632 _dm12 = put( KK_SON_6_AY_KAC_KEZ_TNA , BEST12. );

1633 %DMNORMIP( _dm12 )

1634 if _dm12 = '0' then do;

1635 _29_0 = 1;

1636 end;

1637 else if _dm12 = '6' then do;

1638 _29_0 = -1;

1639 _29_1 = -1;

1640 _29_2 = -1;

1641 _29_3 = -1;

1642 _29_4 = -1;

1643 _29_5 = -1;

1644 end;

1645 else if _dm12 = '3' then do;

1646 _29_3 = 1;

1647 end;

1648 else if _dm12 = '1' then do;

1649 _29_1 = 1;

1650 end;

1651 else if _dm12 = '2' then do;

1652 _29_2 = 1;

1653 end;

1654 else if _dm12 = '5' then do;

1655 _29_5 = 1;

1656 end;

1657 else if _dm12 = '4' then do;

1658 _29_4 = 1;

1659 end;

1660 else do;

1661 _29_0 = .;

1662 _29_1 = .;

1663 _29_2 = .;

1664 _29_3 = .;

1665 _29_4 = .;

1666 _29_5 = .;

1667 substr(_warn_,2,1) = 'U';

1668 _DM_BAD = 1;

30 The SAS System 08:57 Tuesday, May 13, 2014

1669 end;

1670 end;

1671

1672 *** Generate dummy variables for KK_SON_AY_NA_VAR ;

1673 drop _31_0 ;

1674 if missing( KK_SON_AY_NA_VAR ) then do;

1675 _31_0 = .;

1676 substr(_warn_,1,1) = 'M';

1677 _DM_BAD = 1;

1678 end;

1679 else do;

1680 length _dm12 $ 12; drop _dm12 ;

1681 _dm12 = put( KK_SON_AY_NA_VAR , BEST12. );

1682 %DMNORMIP( _dm12 )

1683 if _dm12 = '0' then do;

1684 _31_0 = 1;

1685 end;

1686 else if _dm12 = '1' then do;

1687 _31_0 = -1;

1688 end;

1689 else do;

1690 _31_0 = .;

1691 substr(_warn_,2,1) = 'U';

1692 _DM_BAD = 1;

1693 end;

1694 end;

1695

1696 *** Generate dummy variables for KK_SON_AY_TNA_VAR ;

1697 drop _32_0 ;

1698 if missing( KK_SON_AY_TNA_VAR ) then do;

1699 _32_0 = .;

1700 substr(_warn_,1,1) = 'M';

1701 _DM_BAD = 1;

1702 end;

1703 else do;

1704 length _dm12 $ 12; drop _dm12 ;

1705 _dm12 = put( KK_SON_AY_TNA_VAR , BEST12. );

1706 %DMNORMIP( _dm12 )

1707 if _dm12 = '0' then do;

1708 _32_0 = 1;

1709 end;

1710 else if _dm12 = '1' then do;

1711 _32_0 = -1;

1712 end;

1713 else do;

1714 _32_0 = .;

1715 substr(_warn_,2,1) = 'U';

1716 _DM_BAD = 1;

1717 end;

1718 end;

1719

1720 *** Generate dummy variables for KK_TAKSIT_SON_6_KAC ;

1721 drop _33_0 _33_1 _33_2 _33_3 _33_4 _33_5 ;

1722 *** encoding is sparse, initialize to zero;

1723 _33_0 = 0;

1724 _33_1 = 0;

1725 _33_2 = 0;

1726 _33_3 = 0;

31 The SAS System 08:57 Tuesday, May 13, 2014

1727 _33_4 = 0;

1728 _33_5 = 0;

1729 if missing( KK_TAKSIT_SON_6_KAC ) then do;

1730 _33_0 = .;

1731 _33_1 = .;

1732 _33_2 = .;

1733 _33_3 = .;

1734 _33_4 = .;

1735 _33_5 = .;

1736 substr(_warn_,1,1) = 'M';

1737 _DM_BAD = 1;

1738 end;

1739 else do;

1740 length _dm12 $ 12; drop _dm12 ;

1741 _dm12 = put( KK_TAKSIT_SON_6_KAC , BEST12. );

1742 %DMNORMIP( _dm12 )

1743 if _dm12 = '0' then do;

1744 _33_0 = 1;

1745 end;

1746 else if _dm12 = '1' then do;

1747 _33_1 = 1;

1748 end;

1749 else if _dm12 = '2' then do;

1750 _33_2 = 1;

1751 end;

1752 else if _dm12 = '3' then do;

1753 _33_3 = 1;

1754 end;

1755 else if _dm12 = '4' then do;

1756 _33_4 = 1;

1757 end;

1758 else if _dm12 = '5' then do;

1759 _33_5 = 1;

1760 end;

1761 else if _dm12 = '6' then do;

1762 _33_0 = -1;

1763 _33_1 = -1;

1764 _33_2 = -1;

1765 _33_3 = -1;

1766 _33_4 = -1;

1767 _33_5 = -1;

1768 end;

1769 else do;

1770 _33_0 = .;

1771 _33_1 = .;

1772 _33_2 = .;

1773 _33_3 = .;

1774 _33_4 = .;

1775 _33_5 = .;

1776 substr(_warn_,2,1) = 'U';

1777 _DM_BAD = 1;

1778 end;

1779 end;

1780

1781 *** Generate dummy variables for KK_TAK_HARCAMA_SON_3_AY_VAR ;

1782 drop _34_0 ;

1783 if missing( KK_TAK_HARCAMA_SON_3_AY_VAR ) then do;

1784 _34_0 = .;

32 The SAS System 08:57 Tuesday, May 13, 2014

1785 substr(_warn_,1,1) = 'M';

1786 _DM_BAD = 1;

1787 end;

1788 else do;

1789 length _dm12 $ 12; drop _dm12 ;

1790 _dm12 = put( KK_TAK_HARCAMA_SON_3_AY_VAR , BEST12. );

1791 %DMNORMIP( _dm12 )

1792 if _dm12 = '0' then do;

1793 _34_0 = 1;

1794 end;

1795 else if _dm12 = '1' then do;

1796 _34_0 = -1;

1797 end;

1798 else do;

1799 _34_0 = .;

1800 substr(_warn_,2,1) = 'U';

1801 _DM_BAD = 1;

1802 end;

1803 end;

1804

1805 *** Generate dummy variables for KK_TAK_HARCAMA_SON_AY_VAR ;

1806 drop _35_0 ;

1807 if missing( KK_TAK_HARCAMA_SON_AY_VAR ) then do;

1808 _35_0 = .;

1809 substr(_warn_,1,1) = 'M';

1810 _DM_BAD = 1;

1811 end;

1812 else do;

1813 length _dm12 $ 12; drop _dm12 ;

1814 _dm12 = put( KK_TAK_HARCAMA_SON_AY_VAR , BEST12. );

1815 %DMNORMIP( _dm12 )

1816 if _dm12 = '0' then do;

1817 _35_0 = 1;

1818 end;

1819 else if _dm12 = '1' then do;

1820 _35_0 = -1;

1821 end;

1822 else do;

1823 _35_0 = .;

1824 substr(_warn_,2,1) = 'U';

1825 _DM_BAD = 1;

1826 end;

1827 end;

1828

1829 *** Generate dummy variables for MAX_of_KKHRM_EGITIM_SON_6AY_VAR ;

1830 drop _36_0 ;

1831 if missing( MAX_of_KKHRM_EGITIM_SON_6AY_VAR ) then do;

1832 _36_0 = .;

1833 substr(_warn_,1,1) = 'M';

1834 _DM_BAD = 1;

1835 end;

1836 else do;

1837 length _dm12 $ 12; drop _dm12 ;

1838 _dm12 = put( MAX_of_KKHRM_EGITIM_SON_6AY_VAR , BEST12. );

1839 %DMNORMIP( _dm12 )

1840 if _dm12 = '0' then do;

1841 _36_0 = 1;

1842 end;

33 The SAS System 08:57 Tuesday, May 13, 2014

1843 else if _dm12 = '1' then do;

1844 _36_0 = -1;

1845 end;

1846 else do;

1847 _36_0 = .;

1848 substr(_warn_,2,1) = 'U';

1849 _DM_BAD = 1;

1850 end;

1851 end;

1852

1853 *** Generate dummy variables for MAX_of_KKHRM_EVTEKSTIL_SON_6_AY_ ;

1854 drop _37_0 ;

1855 if missing( MAX_of_KKHRM_EVTEKSTIL_SON_6_AY_ ) then do;

1856 _37_0 = .;

1857 substr(_warn_,1,1) = 'M';

1858 _DM_BAD = 1;

1859 end;

1860 else do;

1861 length _dm12 $ 12; drop _dm12 ;

1862 _dm12 = put( MAX_of_KKHRM_EVTEKSTIL_SON_6_AY_ , BEST12. );

1863 %DMNORMIP( _dm12 )

1864 if _dm12 = '0' then do;

1865 _37_0 = 1;

1866 end;

1867 else if _dm12 = '1' then do;

1868 _37_0 = -1;

1869 end;

1870 else do;

1871 _37_0 = .;

1872 substr(_warn_,2,1) = 'U';

1873 _DM_BAD = 1;

1874 end;

1875 end;

1876

1877 *** Generate dummy variables for MAX_of_KKHRM_GIDA_SON_6_AY_VAR ;

1878 drop _38_0 ;

1879 if missing( MAX_of_KKHRM_GIDA_SON_6_AY_VAR ) then do;

1880 _38_0 = .;

1881 substr(_warn_,1,1) = 'M';

1882 _DM_BAD = 1;

1883 end;

1884 else do;

1885 length _dm12 $ 12; drop _dm12 ;

1886 _dm12 = put( MAX_of_KKHRM_GIDA_SON_6_AY_VAR , BEST12. );

1887 %DMNORMIP( _dm12 )

1888 if _dm12 = '0' then do;

1889 _38_0 = 1;

1890 end;

1891 else if _dm12 = '1' then do;

1892 _38_0 = -1;

1893 end;

1894 else do;

1895 _38_0 = .;

1896 substr(_warn_,2,1) = 'U';

1897 _DM_BAD = 1;

1898 end;

1899 end;

1900

34 The SAS System 08:57 Tuesday, May 13, 2014

1901 *** Generate dummy variables for MAX_of_KKHRM_GIDA_SON_AY_VAR ;

1902 drop _39_0 ;

1903 if missing( MAX_of_KKHRM_GIDA_SON_AY_VAR ) then do;

1904 _39_0 = .;

1905 substr(_warn_,1,1) = 'M';

1906 _DM_BAD = 1;

1907 end;

1908 else do;

1909 length _dm12 $ 12; drop _dm12 ;

1910 _dm12 = put( MAX_of_KKHRM_GIDA_SON_AY_VAR , BEST12. );

1911 %DMNORMIP( _dm12 )

1912 if _dm12 = '0' then do;

1913 _39_0 = 1;

1914 end;

1915 else if _dm12 = '1' then do;

1916 _39_0 = -1;

1917 end;

1918 else do;

1919 _39_0 = .;

1920 substr(_warn_,2,1) = 'U';

1921 _DM_BAD = 1;

1922 end;

1923 end;

1924

1925 *** Generate dummy variables for MAX_of_KKHRM_KISISELBKM_SON_6_AY ;

1926 drop _40_0 ;

1927 if missing( MAX_of_KKHRM_KISISELBKM_SON_6_AY ) then do;

1928 _40_0 = .;

1929 substr(_warn_,1,1) = 'M';

1930 _DM_BAD = 1;

1931 end;

1932 else do;

1933 length _dm12 $ 12; drop _dm12 ;

1934 _dm12 = put( MAX_of_KKHRM_KISISELBKM_SON_6_AY , BEST12. );

1935 %DMNORMIP( _dm12 )

1936 if _dm12 = '0' then do;

1937 _40_0 = 1;

1938 end;

1939 else if _dm12 = '1' then do;

1940 _40_0 = -1;

1941 end;

1942 else do;

1943 _40_0 = .;

1944 substr(_warn_,2,1) = 'U';

1945 _DM_BAD = 1;

1946 end;

1947 end;

1948

1949 *** Generate dummy variables for MAX_of_KKHRM_OTOMOTIV_SON_6_AY_V ;

1950 drop _41_0 ;

1951 if missing( MAX_of_KKHRM_OTOMOTIV_SON_6_AY_V ) then do;

1952 _41_0 = .;

1953 substr(_warn_,1,1) = 'M';

1954 _DM_BAD = 1;

1955 end;

1956 else do;

1957 length _dm12 $ 12; drop _dm12 ;

1958 _dm12 = put( MAX_of_KKHRM_OTOMOTIV_SON_6_AY_V , BEST12. );

35 The SAS System 08:57 Tuesday, May 13, 2014

1959 %DMNORMIP( _dm12 )

1960 if _dm12 = '0' then do;

1961 _41_0 = 1;

1962 end;

1963 else if _dm12 = '1' then do;

1964 _41_0 = -1;

1965 end;

1966 else do;

1967 _41_0 = .;

1968 substr(_warn_,2,1) = 'U';

1969 _DM_BAD = 1;

1970 end;

1971 end;

1972

1973 *** Generate dummy variables for MAX_of_KKHRM_SAGLIK_SON_6_AY_VAR ;

1974 drop _42_0 ;

1975 if missing( MAX_of_KKHRM_SAGLIK_SON_6_AY_VAR ) then do;

1976 _42_0 = .;

1977 substr(_warn_,1,1) = 'M';

1978 _DM_BAD = 1;

1979 end;

1980 else do;

1981 length _dm12 $ 12; drop _dm12 ;

1982 _dm12 = put( MAX_of_KKHRM_SAGLIK_SON_6_AY_VAR , BEST12. );

1983 %DMNORMIP( _dm12 )

1984 if _dm12 = '0' then do;

1985 _42_0 = 1;

1986 end;

1987 else if _dm12 = '1' then do;

1988 _42_0 = -1;

1989 end;

1990 else do;

1991 _42_0 = .;

1992 substr(_warn_,2,1) = 'U';

1993 _DM_BAD = 1;

1994 end;

1995 end;

1996

1997 *** Generate dummy variables for MAX_of_KKHRM_SAGLIK_SON_AY ;

1998 drop _43_0 ;

1999 if missing( MAX_of_KKHRM_SAGLIK_SON_AY ) then do;

2000 _43_0 = .;

2001 substr(_warn_,1,1) = 'M';

2002 _DM_BAD = 1;

2003 end;

2004 else do;

2005 length _dm12 $ 12; drop _dm12 ;

2006 _dm12 = put( MAX_of_KKHRM_SAGLIK_SON_AY , BEST12. );

2007 %DMNORMIP( _dm12 )

2008 if _dm12 = '0' then do;

2009 _43_0 = 1;

2010 end;

2011 else if _dm12 = '1' then do;

2012 _43_0 = -1;

2013 end;

2014 else do;

2015 _43_0 = .;

2016 substr(_warn_,2,1) = 'U';

36 The SAS System 08:57 Tuesday, May 13, 2014

2017 _DM_BAD = 1;

2018 end;

2019 end;

2020

2021 *** Generate dummy variables for MAX_of_KKHRM_SIGORTA_SON_6AY_VAR ;

2022 drop _44_0 ;

2023 if missing( MAX_of_KKHRM_SIGORTA_SON_6AY_VAR ) then do;

2024 _44_0 = .;

2025 substr(_warn_,1,1) = 'M';

2026 _DM_BAD = 1;

2027 end;

2028 else do;

2029 length _dm12 $ 12; drop _dm12 ;

2030 _dm12 = put( MAX_of_KKHRM_SIGORTA_SON_6AY_VAR , BEST12. );

2031 %DMNORMIP( _dm12 )

2032 if _dm12 = '0' then do;

2033 _44_0 = 1;

2034 end;

2035 else if _dm12 = '1' then do;

2036 _44_0 = -1;

2037 end;

2038 else do;

2039 _44_0 = .;

2040 substr(_warn_,2,1) = 'U';

2041 _DM_BAD = 1;

2042 end;

2043 end;

2044

2045 *** Generate dummy variables for MAX_of_KKHRM_TEKNOLOJI_SON_6_AY_ ;

2046 drop _45_0 ;

2047 if missing( MAX_of_KKHRM_TEKNOLOJI_SON_6_AY_ ) then do;

2048 _45_0 = .;

2049 substr(_warn_,1,1) = 'M';

2050 _DM_BAD = 1;

2051 end;

2052 else do;

2053 length _dm12 $ 12; drop _dm12 ;

2054 _dm12 = put( MAX_of_KKHRM_TEKNOLOJI_SON_6_AY_ , BEST12. );

2055 %DMNORMIP( _dm12 )

2056 if _dm12 = '0' then do;

2057 _45_0 = 1;

2058 end;

2059 else if _dm12 = '1' then do;

2060 _45_0 = -1;

2061 end;

2062 else do;

2063 _45_0 = .;

2064 substr(_warn_,2,1) = 'U';

2065 _DM_BAD = 1;

2066 end;

2067 end;

2068

2069 *** Generate dummy variables for MAX_of_KKHRM_TEKSTIL_SON_6_AY_VA ;

2070 drop _46_0 ;

2071 if missing( MAX_of_KKHRM_TEKSTIL_SON_6_AY_VA ) then do;

2072 _46_0 = .;

2073 substr(_warn_,1,1) = 'M';

2074 _DM_BAD = 1;

37 The SAS System 08:57 Tuesday, May 13, 2014

2075 end;

2076 else do;

2077 length _dm12 $ 12; drop _dm12 ;

2078 _dm12 = put( MAX_of_KKHRM_TEKSTIL_SON_6_AY_VA , BEST12. );

2079 %DMNORMIP( _dm12 )

2080 if _dm12 = '0' then do;

2081 _46_0 = 1;

2082 end;

2083 else if _dm12 = '1' then do;

2084 _46_0 = -1;

2085 end;

2086 else do;

2087 _46_0 = .;

2088 substr(_warn_,2,1) = 'U';

2089 _DM_BAD = 1;

2090 end;

2091 end;

2092

2093 *** Generate dummy variables for MAX_of_KKHRM_TEKSTIL_SON_AY_VAR ;

2094 drop _47_0 ;

2095 if missing( MAX_of_KKHRM_TEKSTIL_SON_AY_VAR ) then do;

2096 _47_0 = .;

2097 substr(_warn_,1,1) = 'M';

2098 _DM_BAD = 1;

2099 end;

2100 else do;

2101 length _dm12 $ 12; drop _dm12 ;

2102 _dm12 = put( MAX_of_KKHRM_TEKSTIL_SON_AY_VAR , BEST12. );

2103 %DMNORMIP( _dm12 )

2104 if _dm12 = '0' then do;

2105 _47_0 = 1;

2106 end;

2107 else if _dm12 = '1' then do;

2108 _47_0 = -1;

2109 end;

2110 else do;

2111 _47_0 = .;

2112 substr(_warn_,2,1) = 'U';

2113 _DM_BAD = 1;

2114 end;

2115 end;

2116

2117 *** Generate dummy variables for OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL ;

2118 drop _48_0 _48_1 _48_2 ;

2119 if missing( OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL ) then do;

2120 _48_0 = .;

2121 _48_1 = .;

2122 _48_2 = .;

2123 substr(_warn_,1,1) = 'M';

2124 _DM_BAD = 1;

2125 end;

2126 else do;

2127 length _dm28 $ 28; drop _dm28 ;

2128 %DMNORMCP( OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL , _dm28 )

2129 if _dm28 = '01:LOW-0.0012847, MISSING' then do;

2130 _48_0 = 1;

2131 _48_1 = 0;

2132 _48_2 = 0;

38 The SAS System 08:57 Tuesday, May 13, 2014

2133 end;

2134 else if _dm28 = '02:0.0012847-0.1073377' then do;

2135 _48_0 = 0;

2136 _48_1 = 1;

2137 _48_2 = 0;

2138 end;

2139 else if _dm28 = '03:0.1073377-0.3397133' then do;

2140 _48_0 = 0;

2141 _48_1 = 0;

2142 _48_2 = 1;

2143 end;

2144 else if _dm28 = '04:0.3397133-HIGH' then do;

2145 _48_0 = -1;

2146 _48_1 = -1;

2147 _48_2 = -1;

2148 end;

2149 else do;

2150 _48_0 = .;

2151 _48_1 = .;

2152 _48_2 = .;

2153 substr(_warn_,2,1) = 'U';

2154 _DM_BAD = 1;

2155 end;

2156 end;

2157

2158 *** Generate dummy variables for OPT_AVG_of_SON_3_AY_ORTALAMA_LIM ;

2159 drop _49_0 _49_1 _49_2 ;

2160 if missing( OPT_AVG_of_SON_3_AY_ORTALAMA_LIM ) then do;

2161 _49_0 = .;

2162 _49_1 = .;

2163 _49_2 = .;

2164 substr(_warn_,1,1) = 'M';

2165 _DM_BAD = 1;

2166 end;

2167 else do;

2168 length _dm28 $ 28; drop _dm28 ;

2169 %DMNORMCP( OPT_AVG_of_SON_3_AY_ORTALAMA_LIM , _dm28 )

2170 if _dm28 = '01:LOW-0.0022574, MISSING' then do;

2171 _49_0 = 1;

2172 _49_1 = 0;

2173 _49_2 = 0;

2174 end;

2175 else if _dm28 = '03:0.069455-0.3916619' then do;

2176 _49_0 = 0;

2177 _49_1 = 0;

2178 _49_2 = 1;

2179 end;

2180 else if _dm28 = '02:0.0022574-0.069455' then do;

2181 _49_0 = 0;

2182 _49_1 = 1;

2183 _49_2 = 0;

2184 end;

2185 else if _dm28 = '04:0.3916619-HIGH' then do;

2186 _49_0 = -1;

2187 _49_1 = -1;

2188 _49_2 = -1;

2189 end;

2190 else do;

39 The SAS System 08:57 Tuesday, May 13, 2014

2191 _49_0 = .;

2192 _49_1 = .;

2193 _49_2 = .;

2194 substr(_warn_,2,1) = 'U';

2195 _DM_BAD = 1;

2196 end;

2197 end;

2198

2199 *** Generate dummy variables for OPT_BNK_KMH_SON_3_AY_ORT ;

2200 drop _50_0 _50_1 _50_2 ;

2201 if missing( OPT_BNK_KMH_SON_3_AY_ORT ) then do;

2202 _50_0 = .;

2203 _50_1 = .;

2204 _50_2 = .;

2205 substr(_warn_,1,1) = 'M';

2206 _DM_BAD = 1;

2207 end;

2208 else do;

2209 length _dm28 $ 28; drop _dm28 ;

2210 %DMNORMCP( OPT_BNK_KMH_SON_3_AY_ORT , _dm28 )

2211 if _dm28 = '01:LOW-5.3166667, MISSING' then do;

2212 _50_0 = 1;

2213 _50_1 = 0;

2214 _50_2 = 0;

2215 end;

2216 else if _dm28 = '04:81.158333-HIGH' then do;

2217 _50_0 = -1;

2218 _50_1 = -1;

2219 _50_2 = -1;

2220 end;

2221 else if _dm28 = '03:26.140833-81.158333' then do;

2222 _50_0 = 0;

2223 _50_1 = 0;

2224 _50_2 = 1;

2225 end;

2226 else if _dm28 = '02:5.3166667-26.140833' then do;

2227 _50_0 = 0;

2228 _50_1 = 1;

2229 _50_2 = 0;

2230 end;

2231 else do;

2232 _50_0 = .;

2233 _50_1 = .;

2234 _50_2 = .;

2235 substr(_warn_,2,1) = 'U';

2236 _DM_BAD = 1;

2237 end;

2238 end;

2239

2240 *** Generate dummy variables for OPT_BNK_KMH_SON_5_AY_ORT ;

2241 drop _51_0 _51_1 _51_2 ;

2242 if missing( OPT_BNK_KMH_SON_5_AY_ORT ) then do;

2243 _51_0 = .;

2244 _51_1 = .;

2245 _51_2 = .;

2246 substr(_warn_,1,1) = 'M';

2247 _DM_BAD = 1;

2248 end;

40 The SAS System 08:57 Tuesday, May 13, 2014

2249 else do;

2250 length _dm28 $ 28; drop _dm28 ;

2251 %DMNORMCP( OPT_BNK_KMH_SON_5_AY_ORT , _dm28 )

2252 if _dm28 = '01:LOW-2.1283333, MISSING' then do;

2253 _51_0 = 1;

2254 _51_1 = 0;

2255 _51_2 = 0;

2256 end;

2257 else if _dm28 = '04:123.92433-HIGH' then do;

2258 _51_0 = -1;

2259 _51_1 = -1;

2260 _51_2 = -1;

2261 end;

2262 else if _dm28 = '03:27.5225-123.92433' then do;

2263 _51_0 = 0;

2264 _51_1 = 0;

2265 _51_2 = 1;

2266 end;

2267 else if _dm28 = '02:2.1283333-27.5225' then do;

2268 _51_0 = 0;

2269 _51_1 = 1;

2270 _51_2 = 0;

2271 end;

2272 else do;

2273 _51_0 = .;

2274 _51_1 = .;

2275 _51_2 = .;

2276 substr(_warn_,2,1) = 'U';

2277 _DM_BAD = 1;

2278 end;

2279 end;

2280

2281 *** Generate dummy variables for OPT_BNK_MAAS_SON_3_AY_ORT ;

2282 drop _52_0 _52_1 ;

2283 if missing( OPT_BNK_MAAS_SON_3_AY_ORT ) then do;

2284 _52_0 = .;

2285 _52_1 = .;

2286 substr(_warn_,1,1) = 'M';

2287 _DM_BAD = 1;

2288 end;

2289 else do;

2290 length _dm28 $ 28; drop _dm28 ;

2291 %DMNORMCP( OPT_BNK_MAAS_SON_3_AY_ORT , _dm28 )

2292 if _dm28 = '01:LOW-2445.2333, MISSING' then do;

2293 _52_0 = 1;

2294 _52_1 = 0;

2295 end;

2296 else if _dm28 = '02:2445.2333-5111.4125' then do;

2297 _52_0 = 0;

2298 _52_1 = 1;

2299 end;

2300 else if _dm28 = '03:5111.4125-HIGH' then do;

2301 _52_0 = -1;

2302 _52_1 = -1;

2303 end;

2304 else do;

2305 _52_0 = .;

2306 _52_1 = .;

41 The SAS System 08:57 Tuesday, May 13, 2014

2307 substr(_warn_,2,1) = 'U';

2308 _DM_BAD = 1;

2309 end;

2310 end;

2311

2312 *** Generate dummy variables for OPT_BNK_MAAS_SON_6_AY_ORT ;

2313 drop _53_0 ;

2314 if missing( OPT_BNK_MAAS_SON_6_AY_ORT ) then do;

2315 _53_0 = .;

2316 substr(_warn_,1,1) = 'M';

2317 _DM_BAD = 1;

2318 end;

2319 else do;

2320 length _dm28 $ 28; drop _dm28 ;

2321 %DMNORMCP( OPT_BNK_MAAS_SON_6_AY_ORT , _dm28 )

2322 if _dm28 = '01:LOW-2277.9483, MISSING' then do;

2323 _53_0 = 1;

2324 end;

2325 else if _dm28 = '02:2277.9483-HIGH' then do;

2326 _53_0 = -1;

2327 end;

2328 else do;

2329 _53_0 = .;

2330 substr(_warn_,2,1) = 'U';

2331 _DM_BAD = 1;

2332 end;

2333 end;

2334

2335 *** Generate dummy variables for OPT_BNK_MAAS_SON_AY_TUTAR ;

2336 drop _54_0 ;

2337 if missing( OPT_BNK_MAAS_SON_AY_TUTAR ) then do;

2338 _54_0 = .;

2339 substr(_warn_,1,1) = 'M';

2340 _DM_BAD = 1;

2341 end;

2342 else do;

2343 length _dm24 $ 24; drop _dm24 ;

2344 %DMNORMCP( OPT_BNK_MAAS_SON_AY_TUTAR , _dm24 )

2345 if _dm24 = '01:LOW-2345.165, MISSING' then do;

2346 _54_0 = 1;

2347 end;

2348 else if _dm24 = '02:2345.165-HIGH' then do;

2349 _54_0 = -1;

2350 end;

2351 else do;

2352 _54_0 = .;

2353 substr(_warn_,2,1) = 'U';

2354 _DM_BAD = 1;

2355 end;

2356 end;

2357

2358 *** Generate dummy variables for OPT_BNK_SON_3_AY_ORTALAMA_TAUM ;

2359 drop _55_0 _55_1 ;

2360 if missing( OPT_BNK_SON_3_AY_ORTALAMA_TAUM ) then do;

2361 _55_0 = .;

2362 _55_1 = .;

2363 substr(_warn_,1,1) = 'M';

2364 _DM_BAD = 1;

42 The SAS System 08:57 Tuesday, May 13, 2014

2365 end;

2366 else do;

2367 length _dm22 $ 22; drop _dm22 ;

2368 %DMNORMCP( OPT_BNK_SON_3_AY_ORTALAMA_TAUM , _dm22 )

2369 if _dm22 = '01:LOW-18.275, MISSING' then do;

2370 _55_0 = 1;

2371 _55_1 = 0;

2372 end;

2373 else if _dm22 = '02:18.275-9174.9133' then do;

2374 _55_0 = 0;

2375 _55_1 = 1;

2376 end;

2377 else if _dm22 = '03:9174.9133-HIGH' then do;

2378 _55_0 = -1;

2379 _55_1 = -1;

2380 end;

2381 else do;

2382 _55_0 = .;

2383 _55_1 = .;

2384 substr(_warn_,2,1) = 'U';

2385 _DM_BAD = 1;

2386 end;

2387 end;

2388

2389 *** Generate dummy variables for OPT_DEM_ILK_KART_SURE_AY ;

2390 drop _56_0 _56_1 _56_2 ;

2391 if missing( OPT_DEM_ILK_KART_SURE_AY ) then do;

2392 _56_0 = .;

2393 _56_1 = .;

2394 _56_2 = .;

2395 substr(_warn_,1,1) = 'M';

2396 _DM_BAD = 1;

2397 end;

2398 else do;

2399 length _dm21 $ 21; drop _dm21 ;

2400 %DMNORMCP( OPT_DEM_ILK_KART_SURE_AY , _dm21 )

2401 if _dm21 = '04:28.5-HIGH, MISSING' then do;

2402 _56_0 = -1;

2403 _56_1 = -1;

2404 _56_2 = -1;

2405 end;

2406 else if _dm21 = '03:10.5-28.5' then do;

2407 _56_0 = 0;

2408 _56_1 = 0;

2409 _56_2 = 1;

2410 end;

2411 else if _dm21 = '02:4.5-10.5' then do;

2412 _56_0 = 0;

2413 _56_1 = 1;

2414 _56_2 = 0;

2415 end;

2416 else if _dm21 = '01:LOW-4.5' then do;

2417 _56_0 = 1;

2418 _56_1 = 0;

2419 _56_2 = 0;

2420 end;

2421 else do;

2422 _56_0 = .;

43 The SAS System 08:57 Tuesday, May 13, 2014

2423 _56_1 = .;

2424 _56_2 = .;

2425 substr(_warn_,2,1) = 'U';

2426 _DM_BAD = 1;

2427 end;

2428 end;

2429

2430 *** Generate dummy variables for OPT_DEM_Musteri_Omru_Yil ;

2431 drop _57_0 _57_1 _57_2 ;

2432 if missing( OPT_DEM_Musteri_Omru_Yil ) then do;

2433 _57_0 = .;

2434 _57_1 = .;

2435 _57_2 = .;

2436 substr(_warn_,1,1) = 'M';

2437 _DM_BAD = 1;

2438 end;

2439 else do;

2440 length _dm20 $ 20; drop _dm20 ;

2441 %DMNORMCP( OPT_DEM_Musteri_Omru_Yil , _dm20 )

2442 if _dm20 = '04:4.5-HIGH, MISSING' then do;

2443 _57_0 = -1;

2444 _57_1 = -1;

2445 _57_2 = -1;

2446 end;

2447 else if _dm20 = '03:1.5-4.5' then do;

2448 _57_0 = 0;

2449 _57_1 = 0;

2450 _57_2 = 1;

2451 end;

2452 else if _dm20 = '02:0.5-1.5' then do;

2453 _57_0 = 0;

2454 _57_1 = 1;

2455 _57_2 = 0;

2456 end;

2457 else do;

2458 _57_0 = .;

2459 _57_1 = .;

2460 _57_2 = .;

2461 substr(_warn_,2,1) = 'U';

2462 _DM_BAD = 1;

2463 end;

2464 end;

2465

2466 *** Generate dummy variables for OPT_Dem_Musteri_Omru_Ay ;

2467 drop _58_0 _58_1 _58_2 ;

2468 if missing( OPT_Dem_Musteri_Omru_Ay ) then do;

2469 _58_0 = .;

2470 _58_1 = .;

2471 _58_2 = .;

2472 substr(_warn_,1,1) = 'M';

2473 _DM_BAD = 1;

2474 end;

2475 else do;

2476 length _dm21 $ 21; drop _dm21 ;

2477 %DMNORMCP( OPT_Dem_Musteri_Omru_Ay , _dm21 )

2478 if _dm21 = '04:54.5-HIGH, MISSING' then do;

2479 _58_0 = -1;

2480 _58_1 = -1;

44 The SAS System 08:57 Tuesday, May 13, 2014

2481 _58_2 = -1;

2482 end;

2483 else if _dm21 = '03:18.5-54.5' then do;

2484 _58_0 = 0;

2485 _58_1 = 0;

2486 _58_2 = 1;

2487 end;

2488 else if _dm21 = '02:3.5-18.5' then do;

2489 _58_0 = 0;

2490 _58_1 = 1;

2491 _58_2 = 0;

2492 end;

2493 else if _dm21 = '01:LOW-3.5' then do;

2494 _58_0 = 1;

2495 _58_1 = 0;

2496 _58_2 = 0;

2497 end;

2498 else do;

2499 _58_0 = .;

2500 _58_1 = .;

2501 _58_2 = .;

2502 substr(_warn_,2,1) = 'U';

2503 _DM_BAD = 1;

2504 end;

2505 end;

2506

2507 *** Generate dummy variables for OPT_Dem_Musteri_Yas ;

2508 drop _59_0 ;

2509 if missing( OPT_Dem_Musteri_Yas ) then do;

2510 _59_0 = .;

2511 substr(_warn_,1,1) = 'M';

2512 _DM_BAD = 1;

2513 end;

2514 else do;

2515 length _dm20 $ 20; drop _dm20 ;

2516 %DMNORMCP( OPT_Dem_Musteri_Yas , _dm20 )

2517 if _dm20 = '01:LOW-46.5, MISSING' then do;

2518 _59_0 = 1;

2519 end;

2520 else if _dm20 = '02:46.5-HIGH' then do;

2521 _59_0 = -1;

2522 end;

2523 else do;

2524 _59_0 = .;

2525 substr(_warn_,2,1) = 'U';

2526 _DM_BAD = 1;

2527 end;

2528 end;

2529

2530 *** Generate dummy variables for OPT_KK_BONUS_HARC_SON_3_AY_ORT ;

2531 drop _60_0 _60_1 ;

2532 if missing( OPT_KK_BONUS_HARC_SON_3_AY_ORT ) then do;

2533 _60_0 = .;

2534 _60_1 = .;

2535 substr(_warn_,1,1) = 'M';

2536 _DM_BAD = 1;

2537 end;

2538 else do;

45 The SAS System 08:57 Tuesday, May 13, 2014

2539 length _dm21 $ 21; drop _dm21 ;

2540 %DMNORMCP( OPT_KK_BONUS_HARC_SON_3_AY_ORT , _dm21 )

2541 if _dm21 = '01:LOW-0.005, MISSING' then do;

2542 _60_0 = 1;

2543 _60_1 = 0;

2544 end;

2545 else if _dm21 = '02:0.005-13.795' then do;

2546 _60_0 = 0;

2547 _60_1 = 1;

2548 end;

2549 else if _dm21 = '03:13.795-HIGH' then do;

2550 _60_0 = -1;

2551 _60_1 = -1;

2552 end;

2553 else do;

2554 _60_0 = .;

2555 _60_1 = .;

2556 substr(_warn_,2,1) = 'U';

2557 _DM_BAD = 1;

2558 end;

2559 end;

2560

2561 *** Generate dummy variables for OPT_KK_BONUS_HARC_SON_6_AY_ORT ;

2562 drop _61_0 _61_1 ;

2563 if missing( OPT_KK_BONUS_HARC_SON_6_AY_ORT ) then do;

2564 _61_0 = .;

2565 _61_1 = .;

2566 substr(_warn_,1,1) = 'M';

2567 _DM_BAD = 1;

2568 end;

2569 else do;

2570 length _dm21 $ 21; drop _dm21 ;

2571 %DMNORMCP( OPT_KK_BONUS_HARC_SON_6_AY_ORT , _dm21 )

2572 if _dm21 = '01:LOW-0.005, MISSING' then do;

2573 _61_0 = 1;

2574 _61_1 = 0;

2575 end;

2576 else if _dm21 = '02:0.005-11.22625' then do;

2577 _61_0 = 0;

2578 _61_1 = 1;

2579 end;

2580 else if _dm21 = '03:11.22625-HIGH' then do;

2581 _61_0 = -1;

2582 _61_1 = -1;

2583 end;

2584 else do;

2585 _61_0 = .;

2586 _61_1 = .;

2587 substr(_warn_,2,1) = 'U';

2588 _DM_BAD = 1;

2589 end;

2590 end;

2591

2592 *** Generate dummy variables for OPT_KK_REVOLVE_SON_6AY_ORT ;

2593 drop _62_0 _62_1 ;

2594 if missing( OPT_KK_REVOLVE_SON_6AY_ORT ) then do;

2595 _62_0 = .;

2596 _62_1 = .;

46 The SAS System 08:57 Tuesday, May 13, 2014

2597 substr(_warn_,1,1) = 'M';

2598 _DM_BAD = 1;

2599 end;

2600 else do;

2601 length _dm22 $ 22; drop _dm22 ;

2602 %DMNORMCP( OPT_KK_REVOLVE_SON_6AY_ORT , _dm22 )

2603 if _dm22 = '01:LOW-2.5555, MISSING' then do;

2604 _62_0 = 1;

2605 _62_1 = 0;

2606 end;

2607 else if _dm22 = '03:61.456667-HIGH' then do;

2608 _62_0 = -1;

2609 _62_1 = -1;

2610 end;

2611 else if _dm22 = '02:2.5555-61.456667' then do;

2612 _62_0 = 0;

2613 _62_1 = 1;

2614 end;

2615 else do;

2616 _62_0 = .;

2617 _62_1 = .;

2618 substr(_warn_,2,1) = 'U';

2619 _DM_BAD = 1;

2620 end;

2621 end;

2622

2623 *** Generate dummy variables for OPT_KK_REV_SON_3AY_ORT ;

2624 drop _63_0 _63_1 _63_2 ;

2625 if missing( OPT_KK_REV_SON_3AY_ORT ) then do;

2626 _63_0 = .;

2627 _63_1 = .;

2628 _63_2 = .;

2629 substr(_warn_,1,1) = 'M';

2630 _DM_BAD = 1;

2631 end;

2632 else do;

2633 length _dm28 $ 28; drop _dm28 ;

2634 %DMNORMCP( OPT_KK_REV_SON_3AY_ORT , _dm28 )

2635 if _dm28 = '01:LOW-2.91, MISSING' then do;

2636 _63_0 = 1;

2637 _63_1 = 0;

2638 _63_2 = 0;

2639 end;

2640 else if _dm28 = '04:81.838333-HIGH' then do;

2641 _63_0 = -1;

2642 _63_1 = -1;

2643 _63_2 = -1;

2644 end;

2645 else if _dm28 = '03:22.668333-81.838333' then do;

2646 _63_0 = 0;

2647 _63_1 = 0;

2648 _63_2 = 1;

2649 end;

2650 else if _dm28 = '02:2.91-22.668333' then do;

2651 _63_0 = 0;

2652 _63_1 = 1;

2653 _63_2 = 0;

2654 end;

47 The SAS System 08:57 Tuesday, May 13, 2014

2655 else do;

2656 _63_0 = .;

2657 _63_1 = .;

2658 _63_2 = .;

2659 substr(_warn_,2,1) = 'U';

2660 _DM_BAD = 1;

2661 end;

2662 end;

2663

2664 *** Generate dummy variables for OPT_KK_REV_SON_AY ;

2665 drop _64_0 _64_1 ;

2666 if missing( OPT_KK_REV_SON_AY ) then do;

2667 _64_0 = .;

2668 _64_1 = .;

2669 substr(_warn_,1,1) = 'M';

2670 _DM_BAD = 1;

2671 end;

2672 else do;

2673 length _dm20 $ 20; drop _dm20 ;

2674 %DMNORMCP( OPT_KK_REV_SON_AY , _dm20 )

2675 if _dm20 = '01:LOW-5.04, MISSING' then do;

2676 _64_0 = 1;

2677 _64_1 = 0;

2678 end;

2679 else if _dm20 = '03:100.2-HIGH' then do;

2680 _64_0 = -1;

2681 _64_1 = -1;

2682 end;

2683 else if _dm20 = '02:5.04-100.2' then do;

2684 _64_0 = 0;

2685 _64_1 = 1;

2686 end;

2687 else do;

2688 _64_0 = .;

2689 _64_1 = .;

2690 substr(_warn_,2,1) = 'U';

2691 _DM_BAD = 1;

2692 end;

2693 end;

2694

2695 *** Generate dummy variables for OPT_KK_SON_6_AY_ORT_BORC ;

2696 drop _65_0 _65_1 _65_2 ;

2697 if missing( OPT_KK_SON_6_AY_ORT_BORC ) then do;

2698 _65_0 = .;

2699 _65_1 = .;

2700 _65_2 = .;

2701 substr(_warn_,1,1) = 'M';

2702 _DM_BAD = 1;

2703 end;

2704 else do;

2705 length _dm25 $ 25; drop _dm25 ;

2706 %DMNORMCP( OPT_KK_SON_6_AY_ORT_BORC , _dm25 )

2707 if _dm25 = '04:240.0675-HIGH, MISSING' then do;

2708 _65_0 = -1;

2709 _65_1 = -1;

2710 _65_2 = -1;

2711 end;

2712 else if _dm25 = '01:LOW-7.505' then do;

48 The SAS System 08:57 Tuesday, May 13, 2014

2713 _65_0 = 1;

2714 _65_1 = 0;

2715 _65_2 = 0;

2716 end;

2717 else if _dm25 = '03:84.691833-240.0675' then do;

2718 _65_0 = 0;

2719 _65_1 = 0;

2720 _65_2 = 1;

2721 end;

2722 else if _dm25 = '02:7.505-84.691833' then do;

2723 _65_0 = 0;

2724 _65_1 = 1;

2725 _65_2 = 0;

2726 end;

2727 else do;

2728 _65_0 = .;

2729 _65_1 = .;

2730 _65_2 = .;

2731 substr(_warn_,2,1) = 'U';

2732 _DM_BAD = 1;

2733 end;

2734 end;

2735

2736 *** Generate dummy variables for OPT_KK_SON_AY_NA ;

2737 drop _66_0 ;

2738 if missing( OPT_KK_SON_AY_NA ) then do;

2739 _66_0 = .;

2740 substr(_warn_,1,1) = 'M';

2741 _DM_BAD = 1;

2742 end;

2743 else do;

2744 length _dm17 $ 17; drop _dm17 ;

2745 %DMNORMCP( OPT_KK_SON_AY_NA , _dm17 )

2746 if _dm17 = '01:LOW-5, MISSING' then do;

2747 _66_0 = 1;

2748 end;

2749 else if _dm17 = '02:5-HIGH' then do;

2750 _66_0 = -1;

2751 end;

2752 else do;

2753 _66_0 = .;

2754 substr(_warn_,2,1) = 'U';

2755 _DM_BAD = 1;

2756 end;

2757 end;

2758

2759 *** Generate dummy variables for OPT_KK_SON_AY_TOPLAM_BORC ;

2760 drop _67_0 _67_1 _67_2 ;

2761 if missing( OPT_KK_SON_AY_TOPLAM_BORC ) then do;

2762 _67_0 = .;

2763 _67_1 = .;

2764 _67_2 = .;

2765 substr(_warn_,1,1) = 'M';

2766 _DM_BAD = 1;

2767 end;

2768 else do;

2769 length _dm20 $ 20; drop _dm20 ;

2770 %DMNORMCP( OPT_KK_SON_AY_TOPLAM_BORC , _dm20 )

49 The SAS System 08:57 Tuesday, May 13, 2014

2771 if _dm20 = '01:LOW-5.11, MISSING' then do;

2772 _67_0 = 1;

2773 _67_1 = 0;

2774 _67_2 = 0;

2775 end;

2776 else if _dm20 = '04:259.265-HIGH' then do;

2777 _67_0 = -1;

2778 _67_1 = -1;

2779 _67_2 = -1;

2780 end;

2781 else if _dm20 = '03:90.02-259.265' then do;

2782 _67_0 = 0;

2783 _67_1 = 0;

2784 _67_2 = 1;

2785 end;

2786 else if _dm20 = '02:5.11-90.02' then do;

2787 _67_0 = 0;

2788 _67_1 = 1;

2789 _67_2 = 0;

2790 end;

2791 else do;

2792 _67_0 = .;

2793 _67_1 = .;

2794 _67_2 = .;

2795 substr(_warn_,2,1) = 'U';

2796 _DM_BAD = 1;

2797 end;

2798 end;

2799

2800 *** Generate dummy variables for OPT_KK_TAK_HARCAMA_SON_3_AY_ORT ;

2801 drop _68_0 _68_1 ;

2802 if missing( OPT_KK_TAK_HARCAMA_SON_3_AY_ORT ) then do;

2803 _68_0 = .;

2804 _68_1 = .;

2805 substr(_warn_,1,1) = 'M';

2806 _DM_BAD = 1;

2807 end;

2808 else do;

2809 length _dm20 $ 20; drop _dm20 ;

2810 %DMNORMCP( OPT_KK_TAK_HARCAMA_SON_3_AY_ORT , _dm20 )

2811 if _dm20 = '01:LOW-1, MISSING' then do;

2812 _68_0 = 1;

2813 _68_1 = 0;

2814 end;

2815 else if _dm20 = '02:1-381.00667' then do;

2816 _68_0 = 0;

2817 _68_1 = 1;

2818 end;

2819 else if _dm20 = '03:381.00667-HIGH' then do;

2820 _68_0 = -1;

2821 _68_1 = -1;

2822 end;

2823 else do;

2824 _68_0 = .;

2825 _68_1 = .;

2826 substr(_warn_,2,1) = 'U';

2827 _DM_BAD = 1;

2828 end;

50 The SAS System 08:57 Tuesday, May 13, 2014

2829 end;

2830

2831 *** Generate dummy variables for OPT_KK_TAK_HARCAMA_SON_6_AY_ORT ;

2832 drop _69_0 _69_1 ;

2833 if missing( OPT_KK_TAK_HARCAMA_SON_6_AY_ORT ) then do;

2834 _69_0 = .;

2835 _69_1 = .;

2836 substr(_warn_,1,1) = 'M';

2837 _DM_BAD = 1;

2838 end;

2839 else do;

2840 length _dm21 $ 21; drop _dm21 ;

2841 %DMNORMCP( OPT_KK_TAK_HARCAMA_SON_6_AY_ORT , _dm21 )

2842 if _dm21 = '01:LOW-6.125, MISSING' then do;

2843 _69_0 = 1;

2844 _69_1 = 0;

2845 end;

2846 else if _dm21 = '02:6.125-449.89167' then do;

2847 _69_0 = 0;

2848 _69_1 = 1;

2849 end;

2850 else if _dm21 = '03:449.89167-HIGH' then do;

2851 _69_0 = -1;

2852 _69_1 = -1;

2853 end;

2854 else do;

2855 _69_0 = .;

2856 _69_1 = .;

2857 substr(_warn_,2,1) = 'U';

2858 _DM_BAD = 1;

2859 end;

2860 end;

2861

2862 *** Generate dummy variables for OPT_KK_TAK_HARCAMa_SON_AY_TUTAR ;

2863 drop _70_0 _70_1 ;

2864 if missing( OPT_KK_TAK_HARCAMa_SON_AY_TUTAR ) then do;

2865 _70_0 = .;

2866 _70_1 = .;

2867 substr(_warn_,1,1) = 'M';

2868 _DM_BAD = 1;

2869 end;

2870 else do;

2871 length _dm20 $ 20; drop _dm20 ;

2872 %DMNORMCP( OPT_KK_TAK_HARCAMa_SON_AY_TUTAR , _dm20 )

2873 if _dm20 = '01:LOW-14.9, MISSING' then do;

2874 _70_0 = 1;

2875 _70_1 = 0;

2876 end;

2877 else if _dm20 = '02:14.9-1050.475' then do;

2878 _70_0 = 0;

2879 _70_1 = 1;

2880 end;

2881 else if _dm20 = '03:1050.475-HIGH' then do;

2882 _70_0 = -1;

2883 _70_1 = -1;

2884 end;

2885 else do;

2886 _70_0 = .;

51 The SAS System 08:57 Tuesday, May 13, 2014

2887 _70_1 = .;

2888 substr(_warn_,2,1) = 'U';

2889 _DM_BAD = 1;

2890 end;

2891 end;

2892

2893 *** Generate dummy variables for OPT_KK_TEK_CEKIM_SON_3_AY_ORTALA ;

2894 drop _71_0 _71_1 ;

2895 if missing( OPT_KK_TEK_CEKIM_SON_3_AY_ORTALA ) then do;

2896 _71_0 = .;

2897 _71_1 = .;

2898 substr(_warn_,1,1) = 'M';

2899 _DM_BAD = 1;

2900 end;

2901 else do;

2902 length _dm20 $ 20; drop _dm20 ;

2903 %DMNORMCP( OPT_KK_TEK_CEKIM_SON_3_AY_ORTALA , _dm20 )

2904 if _dm20 = '01:LOW-0.12, MISSING' then do;

2905 _71_0 = 1;

2906 _71_1 = 0;

2907 end;

2908 else if _dm20 = '02:0.12-625.53333' then do;

2909 _71_0 = 0;

2910 _71_1 = 1;

2911 end;

2912 else if _dm20 = '03:625.53333-HIGH' then do;

2913 _71_0 = -1;

2914 _71_1 = -1;

2915 end;

2916 else do;

2917 _71_0 = .;

2918 _71_1 = .;

2919 substr(_warn_,2,1) = 'U';

2920 _DM_BAD = 1;

2921 end;

2922 end;

2923

2924 *** Generate dummy variables for OPT_KK_TEK_CEKIM_SON_AY ;

2925 drop _72_0 _72_1 ;

2926 if missing( OPT_KK_TEK_CEKIM_SON_AY ) then do;

2927 _72_0 = .;

2928 _72_1 = .;

2929 substr(_warn_,1,1) = 'M';

2930 _DM_BAD = 1;

2931 end;

2932 else do;

2933 length _dm21 $ 21; drop _dm21 ;

2934 %DMNORMCP( OPT_KK_TEK_CEKIM_SON_AY , _dm21 )

2935 if _dm21 = '01:LOW-0.795, MISSING' then do;

2936 _72_0 = 1;

2937 _72_1 = 0;

2938 end;

2939 else if _dm21 = '02:0.795-491.23' then do;

2940 _72_0 = 0;

2941 _72_1 = 1;

2942 end;

2943 else if _dm21 = '03:491.23-HIGH' then do;

2944 _72_0 = -1;

52 The SAS System 08:57 Tuesday, May 13, 2014

2945 _72_1 = -1;

2946 end;

2947 else do;

2948 _72_0 = .;

2949 _72_1 = .;

2950 substr(_warn_,2,1) = 'U';

2951 _DM_BAD = 1;

2952 end;

2953 end;

2954

2955 *** Generate dummy variables for OPT_MUSTERI_NO ;

2956 drop _73_0 _73_1 _73_2 ;

2957 if missing( OPT_MUSTERI_NO ) then do;

2958 _73_0 = .;

2959 _73_1 = .;

2960 _73_2 = .;

2961 substr(_warn_,1,1) = 'M';

2962 _DM_BAD = 1;

2963 end;

2964 else do;

2965 length _dm24 $ 24; drop _dm24 ;

2966 %DMNORMCP( OPT_MUSTERI_NO , _dm24 )

2967 if _dm24 = '01:LOW-8772962, MISSING' then do;

2968 _73_0 = 1;

2969 _73_1 = 0;

2970 _73_2 = 0;

2971 end;

2972 else if _dm24 = '02:8772962-10049967' then do;

2973 _73_0 = 0;

2974 _73_1 = 1;

2975 _73_2 = 0;

2976 end;

2977 else if _dm24 = '03:10049967-11800124' then do;

2978 _73_0 = 0;

2979 _73_1 = 0;

2980 _73_2 = 1;

2981 end;

2982 else if _dm24 = '04:11800124-HIGH' then do;

2983 _73_0 = -1;

2984 _73_1 = -1;

2985 _73_2 = -1;

2986 end;

2987 else do;

2988 _73_0 = .;

2989 _73_1 = .;

2990 _73_2 = .;

2991 substr(_warn_,2,1) = 'U';

2992 _DM_BAD = 1;

2993 end;

2994 end;

2995

2996 *** Generate dummy variables for OPT_SON_3_AY_AKRYKT_TUTAR_TL ;

2997 drop _74_0 _74_1 _74_2 ;

2998 if missing( OPT_SON_3_AY_AKRYKT_TUTAR_TL ) then do;

2999 _74_0 = .;

3000 _74_1 = .;

3001 _74_2 = .;

3002 substr(_warn_,1,1) = 'M';

53 The SAS System 08:57 Tuesday, May 13, 2014

3003 _DM_BAD = 1;

3004 end;

3005 else do;

3006 length _dm16 $ 16; drop _dm16 ;

3007 %DMNORMCP( OPT_SON_3_AY_AKRYKT_TUTAR_TL , _dm16 )

3008 if _dm16 = '01:LOW-1.655' then do;

3009 _74_0 = 1;

3010 _74_1 = 0;

3011 _74_2 = 0;

3012 end;

3013 else if _dm16 = '02:1.655-559.975' then do;

3014 _74_0 = 0;

3015 _74_1 = 1;

3016 _74_2 = 0;

3017 end;

3018 else if _dm16 = '03:559.975-HIGH' then do;

3019 _74_0 = 0;

3020 _74_1 = 0;

3021 _74_2 = 1;

3022 end;

3023 else do;

3024 _74_0 = .;

3025 _74_1 = .;

3026 _74_2 = .;

3027 substr(_warn_,2,1) = 'U';

3028 _DM_BAD = 1;

3029 end;

3030 end;

3031

3032 *** Generate dummy variables for OPT_SON_3_AY_EV_TKSTL_TUTAR_TL ;

3033 drop _75_0 _75_1 ;

3034 if missing( OPT_SON_3_AY_EV_TKSTL_TUTAR_TL ) then do;

3035 _75_0 = .;

3036 _75_1 = .;

3037 substr(_warn_,1,1) = 'M';

3038 _DM_BAD = 1;

3039 end;

3040 else do;

3041 length _dm12 $ 12; drop _dm12 ;

3042 %DMNORMCP( OPT_SON_3_AY_EV_TKSTL_TUTAR_TL , _dm12 )

3043 if _dm12 = '01:LOW-0.75' then do;

3044 _75_0 = 1;

3045 _75_1 = 0;

3046 end;

3047 else if _dm12 = '02:0.75-HIGH' then do;

3048 _75_0 = 0;

3049 _75_1 = 1;

3050 end;

3051 else do;

3052 _75_0 = .;

3053 _75_1 = .;

3054 substr(_warn_,2,1) = 'U';

3055 _DM_BAD = 1;

3056 end;

3057 end;

3058

3059 *** Generate dummy variables for OPT_SON_3_AY_GIDA_TUTAR_TL ;

3060 drop _76_0 _76_1 _76_2 ;

54 The SAS System 08:57 Tuesday, May 13, 2014

3061 if missing( OPT_SON_3_AY_GIDA_TUTAR_TL ) then do;

3062 _76_0 = .;

3063 _76_1 = .;

3064 _76_2 = .;

3065 substr(_warn_,1,1) = 'M';

3066 _DM_BAD = 1;

3067 end;

3068 else do;

3069 length _dm14 $ 14; drop _dm14 ;

3070 %DMNORMCP( OPT_SON_3_AY_GIDA_TUTAR_TL , _dm14 )

3071 if _dm14 = '01:LOW-0.5' then do;

3072 _76_0 = 1;

3073 _76_1 = 0;

3074 _76_2 = 0;

3075 end;

3076 else if _dm14 = '02:0.5-655.67' then do;

3077 _76_0 = 0;

3078 _76_1 = 1;

3079 _76_2 = 0;

3080 end;

3081 else if _dm14 = '03:655.67-HIGH' then do;

3082 _76_0 = 0;

3083 _76_1 = 0;

3084 _76_2 = 1;

3085 end;

3086 else do;

3087 _76_0 = .;

3088 _76_1 = .;

3089 _76_2 = .;

3090 substr(_warn_,2,1) = 'U';

3091 _DM_BAD = 1;

3092 end;

3093 end;

3094

3095 *** Generate dummy variables for OPT_SON_3_AY_SGLK_TUTAR_TL ;

3096 drop _77_0 _77_1 _77_2 ;

3097 if missing( OPT_SON_3_AY_SGLK_TUTAR_TL ) then do;

3098 _77_0 = .;

3099 _77_1 = .;

3100 _77_2 = .;

3101 substr(_warn_,1,1) = 'M';

3102 _DM_BAD = 1;

3103 end;

3104 else do;

3105 length _dm25 $ 25; drop _dm25 ;

3106 %DMNORMCP( OPT_SON_3_AY_SGLK_TUTAR_TL , _dm25 )

3107 if _dm25 = '01:LOW-1.325' then do;

3108 _77_0 = 1;

3109 _77_1 = 0;

3110 _77_2 = 0;

3111 end;

3112 else if _dm25 = '02:1.325-412.075' then do;

3113 _77_0 = 0;

3114 _77_1 = 1;

3115 _77_2 = 0;

3116 end;

3117 else if _dm25 = '03:412.075-434.6, MISSING' then do;

3118 _77_0 = 0;

55 The SAS System 08:57 Tuesday, May 13, 2014

3119 _77_1 = 0;

3120 _77_2 = 1;

3121 end;

3122 else if _dm25 = '04:434.6-HIGH' then do;

3123 _77_0 = -1;

3124 _77_1 = -1;

3125 _77_2 = -1;

3126 end;

3127 else do;

3128 _77_0 = .;

3129 _77_1 = .;

3130 _77_2 = .;

3131 substr(_warn_,2,1) = 'U';

3132 _DM_BAD = 1;

3133 end;

3134 end;

3135

3136 *** Generate dummy variables for OPT_SON_3_AY_TKNLJ_TUTAR_TL ;

3137 drop _78_0 _78_1 ;

3138 if missing( OPT_SON_3_AY_TKNLJ_TUTAR_TL ) then do;

3139 _78_0 = .;

3140 _78_1 = .;

3141 substr(_warn_,1,1) = 'M';

3142 _DM_BAD = 1;

3143 end;

3144 else do;

3145 length _dm11 $ 11; drop _dm11 ;

3146 %DMNORMCP( OPT_SON_3_AY_TKNLJ_TUTAR_TL , _dm11 )

3147 if _dm11 = '01:LOW-3.5' then do;

3148 _78_0 = 1;

3149 _78_1 = 0;

3150 end;

3151 else if _dm11 = '02:3.5-HIGH' then do;

3152 _78_0 = 0;

3153 _78_1 = 1;

3154 end;

3155 else do;

3156 _78_0 = .;

3157 _78_1 = .;

3158 substr(_warn_,2,1) = 'U';

3159 _DM_BAD = 1;

3160 end;

3161 end;

3162

3163 *** Generate dummy variables for OPT_SON_3_AY_TKSTL_TUTAR_TL ;

3164 drop _79_0 _79_1 ;

3165 if missing( OPT_SON_3_AY_TKSTL_TUTAR_TL ) then do;

3166 _79_0 = .;

3167 _79_1 = .;

3168 substr(_warn_,1,1) = 'M';

3169 _DM_BAD = 1;

3170 end;

3171 else do;

3172 length _dm13 $ 13; drop _dm13 ;

3173 %DMNORMCP( OPT_SON_3_AY_TKSTL_TUTAR_TL , _dm13 )

3174 if _dm13 = '01:LOW-0.005' then do;

3175 _79_0 = 1;

3176 _79_1 = 0;

56 The SAS System 08:57 Tuesday, May 13, 2014

3177 end;

3178 else if _dm13 = '02:0.005-HIGH' then do;

3179 _79_0 = 0;

3180 _79_1 = 1;

3181 end;

3182 else do;

3183 _79_0 = .;

3184 _79_1 = .;

3185 substr(_warn_,2,1) = 'U';

3186 _DM_BAD = 1;

3187 end;

3188 end;

3189

3190 *** Generate dummy variables for OPT_SON_3_AY_TRZM_TUTAR_TL ;

3191 drop _80_0 _80_1 ;

3192 if missing( OPT_SON_3_AY_TRZM_TUTAR_TL ) then do;

3193 _80_0 = .;

3194 _80_1 = .;

3195 substr(_warn_,1,1) = 'M';

3196 _DM_BAD = 1;

3197 end;

3198 else do;

3199 length _dm12 $ 12; drop _dm12 ;

3200 %DMNORMCP( OPT_SON_3_AY_TRZM_TUTAR_TL , _dm12 )

3201 if _dm12 = '01:LOW-8.62' then do;

3202 _80_0 = 1;

3203 _80_1 = 0;

3204 end;

3205 else if _dm12 = '02:8.62-HIGH' then do;

3206 _80_0 = 0;

3207 _80_1 = 1;

3208 end;

3209 else do;

3210 _80_0 = .;

3211 _80_1 = .;

3212 substr(_warn_,2,1) = 'U';

3213 _DM_BAD = 1;

3214 end;

3215 end;

3216

3217 *** Generate dummy variables for OPT_SON_3_AY_ULASIM_TUTAR_TL ;

3218 drop _81_0 _81_1 ;

3219 if missing( OPT_SON_3_AY_ULASIM_TUTAR_TL ) then do;

3220 _81_0 = .;

3221 _81_1 = .;

3222 substr(_warn_,1,1) = 'M';

3223 _DM_BAD = 1;

3224 end;

3225 else do;

3226 length _dm12 $ 12; drop _dm12 ;

3227 %DMNORMCP( OPT_SON_3_AY_ULASIM_TUTAR_TL , _dm12 )

3228 if _dm12 = '01:LOW-3.75' then do;

3229 _81_0 = 1;

3230 _81_1 = 0;

3231 end;

3232 else if _dm12 = '02:3.75-HIGH' then do;

3233 _81_0 = 0;

3234 _81_1 = 1;

57 The SAS System 08:57 Tuesday, May 13, 2014

3235 end;

3236 else do;

3237 _81_0 = .;

3238 _81_1 = .;

3239 substr(_warn_,2,1) = 'U';

3240 _DM_BAD = 1;

3241 end;

3242 end;

3243

3244 *** Generate dummy variables for OPT_SON_AY_AKRYKT_TUTAR_TL ;

3245 drop _82_0 _82_1 ;

3246 if missing( OPT_SON_AY_AKRYKT_TUTAR_TL ) then do;

3247 _82_0 = .;

3248 _82_1 = .;

3249 substr(_warn_,1,1) = 'M';

3250 _DM_BAD = 1;

3251 end;

3252 else do;

3253 length _dm12 $ 12; drop _dm12 ;

3254 %DMNORMCP( OPT_SON_AY_AKRYKT_TUTAR_TL , _dm12 )

3255 if _dm12 = '01:LOW-1.25' then do;

3256 _82_0 = 1;

3257 _82_1 = 0;

3258 end;

3259 else if _dm12 = '02:1.25-HIGH' then do;

3260 _82_0 = 0;

3261 _82_1 = 1;

3262 end;

3263 else do;

3264 _82_0 = .;

3265 _82_1 = .;

3266 substr(_warn_,2,1) = 'U';

3267 _DM_BAD = 1;

3268 end;

3269 end;

3270

3271 *** Generate dummy variables for OPT_SON_AY_EV_TKSTL_TUTAR_TL ;

3272 drop _83_0 _83_1 _83_2 ;

3273 if missing( OPT_SON_AY_EV_TKSTL_TUTAR_TL ) then do;

3274 _83_0 = .;

3275 _83_1 = .;

3276 _83_2 = .;

3277 substr(_warn_,1,1) = 'M';

3278 _DM_BAD = 1;

3279 end;

3280 else do;

3281 length _dm26 $ 26; drop _dm26 ;

3282 %DMNORMCP( OPT_SON_AY_EV_TKSTL_TUTAR_TL , _dm26 )

3283 if _dm26 = '01:LOW-0.75' then do;

3284 _83_0 = 1;

3285 _83_1 = 0;

3286 _83_2 = 0;

3287 end;

3288 else if _dm26 = '03:246.65-286.375, MISSING' then do;

3289 _83_0 = 0;

3290 _83_1 = 0;

3291 _83_2 = 1;

3292 end;

58 The SAS System 08:57 Tuesday, May 13, 2014

3293 else if _dm26 = '02:0.75-246.65' then do;

3294 _83_0 = 0;

3295 _83_1 = 1;

3296 _83_2 = 0;

3297 end;

3298 else if _dm26 = '04:286.375-HIGH' then do;

3299 _83_0 = -1;

3300 _83_1 = -1;

3301 _83_2 = -1;

3302 end;

3303 else do;

3304 _83_0 = .;

3305 _83_1 = .;

3306 _83_2 = .;

3307 substr(_warn_,2,1) = 'U';

3308 _DM_BAD = 1;

3309 end;

3310 end;

3311

3312 *** Generate dummy variables for OPT_SON_AY_GIDA_TUTAR_TL ;

3313 drop _84_0 _84_1 _84_2 ;

3314 if missing( OPT_SON_AY_GIDA_TUTAR_TL ) then do;

3315 _84_0 = .;

3316 _84_1 = .;

3317 _84_2 = .;

3318 substr(_warn_,1,1) = 'M';

3319 _DM_BAD = 1;

3320 end;

3321 else do;

3322 length _dm16 $ 16; drop _dm16 ;

3323 %DMNORMCP( OPT_SON_AY_GIDA_TUTAR_TL , _dm16 )

3324 if _dm16 = '01:LOW-1.595' then do;

3325 _84_0 = 1;

3326 _84_1 = 0;

3327 _84_2 = 0;

3328 end;

3329 else if _dm16 = '02:1.595-256.365' then do;

3330 _84_0 = 0;

3331 _84_1 = 1;

3332 _84_2 = 0;

3333 end;

3334 else if _dm16 = '03:256.365-HIGH' then do;

3335 _84_0 = 0;

3336 _84_1 = 0;

3337 _84_2 = 1;

3338 end;

3339 else do;

3340 _84_0 = .;

3341 _84_1 = .;

3342 _84_2 = .;

3343 substr(_warn_,2,1) = 'U';

3344 _DM_BAD = 1;

3345 end;

3346 end;

3347

3348 *** Generate dummy variables for OPT_SON_AY_SGLK_TUTAR_TL ;

3349 drop _85_0 _85_1 ;

3350 if missing( OPT_SON_AY_SGLK_TUTAR_TL ) then do;

59 The SAS System 08:57 Tuesday, May 13, 2014

3351 _85_0 = .;

3352 _85_1 = .;

3353 substr(_warn_,1,1) = 'M';

3354 _DM_BAD = 1;

3355 end;

3356 else do;

3357 length _dm13 $ 13; drop _dm13 ;

3358 %DMNORMCP( OPT_SON_AY_SGLK_TUTAR_TL , _dm13 )

3359 if _dm13 = '01:LOW-1.125' then do;

3360 _85_0 = 1;

3361 _85_1 = 0;

3362 end;

3363 else if _dm13 = '02:1.125-HIGH' then do;

3364 _85_0 = 0;

3365 _85_1 = 1;

3366 end;

3367 else do;

3368 _85_0 = .;

3369 _85_1 = .;

3370 substr(_warn_,2,1) = 'U';

3371 _DM_BAD = 1;

3372 end;

3373 end;

3374

3375 *** Generate dummy variables for OPT_SON_AY_TAUM ;

3376 drop _86_0 _86_1 ;

3377 if missing( OPT_SON_AY_TAUM ) then do;

3378 _86_0 = .;

3379 _86_1 = .;

3380 substr(_warn_,1,1) = 'M';

3381 _DM_BAD = 1;

3382 end;

3383 else do;

3384 length _dm21 $ 21; drop _dm21 ;

3385 %DMNORMCP( OPT_SON_AY_TAUM , _dm21 )

3386 if _dm21 = '01:LOW-5.505, MISSING' then do;

3387 _86_0 = 1;

3388 _86_1 = 0;

3389 end;

3390 else if _dm21 = '02:5.505-9080.5' then do;

3391 _86_0 = 0;

3392 _86_1 = 1;

3393 end;

3394 else if _dm21 = '03:9080.5-HIGH' then do;

3395 _86_0 = -1;

3396 _86_1 = -1;

3397 end;

3398 else do;

3399 _86_0 = .;

3400 _86_1 = .;

3401 substr(_warn_,2,1) = 'U';

3402 _DM_BAD = 1;

3403 end;

3404 end;

3405

3406 *** Generate dummy variables for OPT_SON_AY_TEKSTIL_TUTAR_TL ;

3407 drop _87_0 _87_1 ;

3408 if missing( OPT_SON_AY_TEKSTIL_TUTAR_TL ) then do;

60 The SAS System 08:57 Tuesday, May 13, 2014

3409 _87_0 = .;

3410 _87_1 = .;

3411 substr(_warn_,1,1) = 'M';

3412 _DM_BAD = 1;

3413 end;

3414 else do;

3415 length _dm12 $ 12; drop _dm12 ;

3416 %DMNORMCP( OPT_SON_AY_TEKSTIL_TUTAR_TL , _dm12 )

3417 if _dm12 = '01:LOW-4.45' then do;

3418 _87_0 = 1;

3419 _87_1 = 0;

3420 end;

3421 else if _dm12 = '02:4.45-HIGH' then do;

3422 _87_0 = 0;

3423 _87_1 = 1;

3424 end;

3425 else do;

3426 _87_0 = .;

3427 _87_1 = .;

3428 substr(_warn_,2,1) = 'U';

3429 _DM_BAD = 1;

3430 end;

3431 end;

3432

3433 *** Generate dummy variables for OPT_SON_AY_TKNLJ_TUTAR_TL ;

3434 drop _88_0 _88_1 ;

3435 if missing( OPT_SON_AY_TKNLJ_TUTAR_TL ) then do;

3436 _88_0 = .;

3437 _88_1 = .;

3438 substr(_warn_,1,1) = 'M';

3439 _DM_BAD = 1;

3440 end;

3441 else do;

3442 length _dm12 $ 12; drop _dm12 ;

3443 %DMNORMCP( OPT_SON_AY_TKNLJ_TUTAR_TL , _dm12 )

3444 if _dm12 = '01:LOW-2.15' then do;

3445 _88_0 = 1;

3446 _88_1 = 0;

3447 end;

3448 else if _dm12 = '02:2.15-HIGH' then do;

3449 _88_0 = 0;

3450 _88_1 = 1;

3451 end;

3452 else do;

3453 _88_0 = .;

3454 _88_1 = .;

3455 substr(_warn_,2,1) = 'U';

3456 _DM_BAD = 1;

3457 end;

3458 end;

3459

3460 *** Generate dummy variables for SON_3_AY_AKTF_EK_KART_ADET ;

3461 drop _89_0 ;

3462 if missing( SON_3_AY_AKTF_EK_KART_ADET ) then do;

3463 _89_0 = .;

3464 substr(_warn_,1,1) = 'M';

3465 _DM_BAD = 1;

3466 end;

61 The SAS System 08:57 Tuesday, May 13, 2014

3467 else do;

3468 length _dm10 $ 10; drop _dm10 ;

3469 _dm10 = put( SON_3_AY_AKTF_EK_KART_ADET , 10. );

3470 %DMNORMIP( _dm10 )

3471 if _dm10 = '0' then do;

3472 _89_0 = 1;

3473 end;

3474 else if _dm10 = '1' then do;

3475 _89_0 = -1;

3476 end;

3477 else do;

3478 _89_0 = .;

3479 substr(_warn_,2,1) = 'U';

3480 _DM_BAD = 1;

3481 end;

3482 end;

3483

3484 *** Generate dummy variables for SON_3_AY_TEK_CEKIM_VAR ;

3485 drop _91_0 ;

3486 if missing( SON_3_AY_TEK_CEKIM_VAR ) then do;

3487 _91_0 = .;

3488 substr(_warn_,1,1) = 'M';

3489 _DM_BAD = 1;

3490 end;

3491 else do;

3492 length _dm12 $ 12; drop _dm12 ;

3493 _dm12 = put( SON_3_AY_TEK_CEKIM_VAR , BEST12. );

3494 %DMNORMIP( _dm12 )

3495 if _dm12 = '1' then do;

3496 _91_0 = -1;

3497 end;

3498 else if _dm12 = '0' then do;

3499 _91_0 = 1;

3500 end;

3501 else do;

3502 _91_0 = .;

3503 substr(_warn_,2,1) = 'U';

3504 _DM_BAD = 1;

3505 end;

3506 end;

3507

3508 *** Generate dummy variables for SON_6AY_TEK_CEKIM_KACKEZ ;

3509 drop _92_0 _92_1 _92_2 _92_3 _92_4 _92_5 ;

3510 *** encoding is sparse, initialize to zero;

3511 _92_0 = 0;

3512 _92_1 = 0;

3513 _92_2 = 0;

3514 _92_3 = 0;

3515 _92_4 = 0;

3516 _92_5 = 0;

3517 if missing( SON_6AY_TEK_CEKIM_KACKEZ ) then do;

3518 _92_0 = .;

3519 _92_1 = .;

3520 _92_2 = .;

3521 _92_3 = .;

3522 _92_4 = .;

3523 _92_5 = .;

3524 substr(_warn_,1,1) = 'M';

62 The SAS System 08:57 Tuesday, May 13, 2014

3525 _DM_BAD = 1;

3526 end;

3527 else do;

3528 length _dm12 $ 12; drop _dm12 ;

3529 _dm12 = put( SON_6AY_TEK_CEKIM_KACKEZ , BEST12. );

3530 %DMNORMIP( _dm12 )

3531 _dm_find = 0; drop _dm_find;

3532 if _dm12 <= '3' then do;

3533 if _dm12 <= '1' then do;

3534 if _dm12 = '0' then do;

3535 _92_0 = 1;

3536 _dm_find = 1;

3537 end;

3538 else do;

3539 if _dm12 = '1' then do;

3540 _92_1 = 1;

3541 _dm_find = 1;

3542 end;

3543 end;

3544 end;

3545 else do;

3546 if _dm12 = '2' then do;

3547 _92_2 = 1;

3548 _dm_find = 1;

3549 end;

3550 else do;

3551 if _dm12 = '3' then do;

3552 _92_3 = 1;

3553 _dm_find = 1;

3554 end;

3555 end;

3556 end;

3557 end;

3558 else do;

3559 if _dm12 <= '5' then do;

3560 if _dm12 = '4' then do;

3561 _92_4 = 1;

3562 _dm_find = 1;

3563 end;

3564 else do;

3565 if _dm12 = '5' then do;

3566 _92_5 = 1;

3567 _dm_find = 1;

3568 end;

3569 end;

3570 end;

3571 else do;

3572 if _dm12 = '6' then do;

3573 _92_0 = -1;

3574 _92_1 = -1;

3575 _92_2 = -1;

3576 _92_3 = -1;

3577 _92_4 = -1;

3578 _92_5 = -1;

3579 _dm_find = 1;

3580 end;

3581 end;

3582 end;

63 The SAS System 08:57 Tuesday, May 13, 2014

3583 if not _dm_find then do;

3584 _92_0 = .;

3585 _92_1 = .;

3586 _92_2 = .;

3587 _92_3 = .;

3588 _92_4 = .;

3589 _92_5 = .;

3590 substr(_warn_,2,1) = 'U';

3591 _DM_BAD = 1;

3592 end;

3593 end;

3594

3595 *** Generate dummy variables for SON_6_AY_AKTF_ASIL_KART_ADET ;

3596 drop _93_0 ;

3597 if missing( SON_6_AY_AKTF_ASIL_KART_ADET ) then do;

3598 _93_0 = .;

3599 substr(_warn_,1,1) = 'M';

3600 _DM_BAD = 1;

3601 end;

3602 else do;

3603 length _dm10 $ 10; drop _dm10 ;

3604 _dm10 = put( SON_6_AY_AKTF_ASIL_KART_ADET , 10. );

3605 %DMNORMIP( _dm10 )

3606 if _dm10 = '1' then do;

3607 _93_0 = -1;

3608 end;

3609 else if _dm10 = '0' then do;

3610 _93_0 = 1;

3611 end;

3612 else do;

3613 _93_0 = .;

3614 substr(_warn_,2,1) = 'U';

3615 _DM_BAD = 1;

3616 end;

3617 end;

3618

3619 *** Generate dummy variables for SON_6_AY_AKTF_KART_ADET ;

3620 drop _94_0 _94_1 ;

3621 if missing( SON_6_AY_AKTF_KART_ADET ) then do;

3622 _94_0 = .;

3623 _94_1 = .;

3624 substr(_warn_,1,1) = 'M';

3625 _DM_BAD = 1;

3626 end;

3627 else do;

3628 length _dm10 $ 10; drop _dm10 ;

3629 _dm10 = put( SON_6_AY_AKTF_KART_ADET , 10. );

3630 %DMNORMIP( _dm10 )

3631 if _dm10 = '1' then do;

3632 _94_0 = 0;

3633 _94_1 = 1;

3634 end;

3635 else if _dm10 = '0' then do;

3636 _94_0 = 1;

3637 _94_1 = 0;

3638 end;

3639 else if _dm10 = '2' then do;

3640 _94_0 = -1;

64 The SAS System 08:57 Tuesday, May 13, 2014

3641 _94_1 = -1;

3642 end;

3643 else do;

3644 _94_0 = .;

3645 _94_1 = .;

3646 substr(_warn_,2,1) = 'U';

3647 _DM_BAD = 1;

3648 end;

3649 end;

3650

3651 *** Generate dummy variables for SON_AY_TEK_CEKIM_VAR ;

3652 drop _96_0 ;

3653 if missing( SON_AY_TEK_CEKIM_VAR ) then do;

3654 _96_0 = .;

3655 substr(_warn_,1,1) = 'M';

3656 _DM_BAD = 1;

3657 end;

3658 else do;

3659 length _dm12 $ 12; drop _dm12 ;

3660 _dm12 = put( SON_AY_TEK_CEKIM_VAR , BEST12. );

3661 %DMNORMIP( _dm12 )

3662 if _dm12 = '0' then do;

3663 _96_0 = 1;

3664 end;

3665 else if _dm12 = '1' then do;

3666 _96_0 = -1;

3667 end;

3668 else do;

3669 _96_0 = .;

3670 substr(_warn_,2,1) = 'U';

3671 _DM_BAD = 1;

3672 end;

3673 end;

3674

3675 *** Generate dummy variables for SORUNLU_KREDI_SAY_BIR_YIL ;

3676 drop _98_0 ;

3677 if missing( SORUNLU_KREDI_SAY_BIR_YIL ) then do;

3678 _98_0 = .;

3679 substr(_warn_,1,1) = 'M';

3680 _DM_BAD = 1;

3681 end;

3682 else do;

3683 length _dm13 $ 13; drop _dm13 ;

3684 %DMNORMCP( SORUNLU_KREDI_SAY_BIR_YIL , _dm13 )

3685 if _dm13 = 'BELIRTILMEMIS' then do;

3686 _98_0 = -1;

3687 end;

3688 else if _dm13 = '0-3' then do;

3689 _98_0 = 1;

3690 end;

3691 else do;

3692 _98_0 = .;

3693 substr(_warn_,2,1) = 'U';

3694 _DM_BAD = 1;

3695 end;

3696 end;

3697

3698 *** If missing inputs, use averages;

65 The SAS System 08:57 Tuesday, May 13, 2014

3699 if _DM_BAD > 0 then do;

3700 _P0 = 0.488866268;

3701 _P1 = 0.511133732;

3702 goto REG2DR1;

3703 end;

3704

3705 *** Compute Linear Predictor;

3706 drop _TEMP;

3707 drop _LP0;

3708 _LP0 = 0;

3709

3710 *** Effect: BNK_KHM_SON_AY_VAR ;

3711 _TEMP = 1;

3712 _LP0 = _LP0 + ( -0.1676169481859) * _TEMP * _1_0;

3713

3714 *** Effect: BNK_KMH_SON_3_AY_KACKEZ ;

3715 _TEMP = 1;

3716 _LP0 = _LP0 + ( 0.13063161555488) * _TEMP * _2_0;

3717 _LP0 = _LP0 + ( 0.02315929185345) * _TEMP * _2_1;

3718 _LP0 = _LP0 + ( 0.01254683092005) * _TEMP * _2_2;

3719

3720 *** Effect: BNK_KMH_SON_6_AY_KACKEZ ;

3721 _TEMP = 1;

3722 _LP0 = _LP0 + ( 0.06839450801149) * _TEMP * _3_0;

3723 _LP0 = _LP0 + ( -0.08644183795123) * _TEMP * _3_1;

3724 _LP0 = _LP0 + ( 0.06660490398132) * _TEMP * _3_2;

3725 _LP0 = _LP0 + ( -0.0582128060161) * _TEMP * _3_3;

3726 _LP0 = _LP0 + ( 0.04519501589769) * _TEMP * _3_4;

3727 _LP0 = _LP0 + ( -0.07056112912449) * _TEMP * _3_5;

3728

3729 *** Effect: BNK_MAAS_SON_6_AY_KACKEZ ;

3730 _TEMP = 1;

3731 _LP0 = _LP0 + ( 0.30776403396126) * _TEMP * _5_0;

3732 _LP0 = _LP0 + ( 0.18524837849436) * _TEMP * _5_1;

3733 _LP0 = _LP0 + ( 0.40403321303271) * _TEMP * _5_2;

3734 _LP0 = _LP0 + ( -0.1920677573327) * _TEMP * _5_3;

3735

3736 *** Effect: BNK_MAAS_SON_AY_VAR ;

3737 _TEMP = 1;

3738 _LP0 = _LP0 + ( -0.3798647815007) * _TEMP * _7_0;

3739

3740 *** Effect: DEM_BAKMAKLA_YUKULMLU_KISI_SAY ;

3741 _TEMP = 1;

3742 _LP0 = _LP0 + ( 0.05190966996582) * _TEMP * _8_0;

3743 _LP0 = _LP0 + ( 0.08739456954855) * _TEMP * _8_1;

3744 _LP0 = _LP0 + ( -0.02450302498641) * _TEMP * _8_2;

3745

3746 *** Effect: DEM_BAKMAKLA_YUKUMLU_KISI_SAY ;

3747 _TEMP = 1;

3748 _LP0 = _LP0 + ( -0.00500257793953) * _TEMP * _9_0;

3749

3750 *** Effect: DEM_Egitim ;

3751 _TEMP = 1;

3752 _LP0 = _LP0 + ( -0.0851730417086) * _TEMP * _10_0;

3753 _LP0 = _LP0 + ( 0.07443698034052) * _TEMP * _10_1;

3754 _LP0 = _LP0 + ( -0.13445292931233) * _TEMP * _10_2;

3755 _LP0 = _LP0 + ( 0.00816219404359) * _TEMP * _10_3;

3756

66 The SAS System 08:57 Tuesday, May 13, 2014

3757 *** Effect: DEM_IL_GELISMISLIK_KOD ;

3758 _TEMP = 1;

3759 _LP0 = _LP0 + ( 0.05679697132892) * _TEMP * _11_0;

3760 _LP0 = _LP0 + ( -0.03890399768187) * _TEMP * _11_1;

3761 _LP0 = _LP0 + ( -0.00906490356659) * _TEMP * _11_2;

3762 _LP0 = _LP0 + ( -0.04225148550217) * _TEMP * _11_3;

3763

3764 *** Effect: DEM_IS_Ana_Grup ;

3765 _TEMP = 1;

3766 _LP0 = _LP0 + ( -0.05009583690074) * _TEMP * _12_0;

3767 _LP0 = _LP0 + ( -0.12759884635215) * _TEMP * _12_1;

3768 _LP0 = _LP0 + ( 0.10827428343462) * _TEMP * _12_2;

3769 _LP0 = _LP0 + ( -0.24375228752304) * _TEMP * _12_3;

3770 _LP0 = _LP0 + ( 0.1398446778999) * _TEMP * _12_4;

3771 _LP0 = _LP0 + ( 0.30786136553343) * _TEMP * _12_5;

3772

3773 *** Effect: DEM_Musteri_Omru_Bracket ;

3774 _TEMP = 1;

3775 _LP0 = _LP0 + ( 0.38854255954899) * _TEMP * _13_0;

3776 _LP0 = _LP0 + ( -0.27986455730551) * _TEMP * _13_1;

3777 _LP0 = _LP0 + ( -0.03379421895854) * _TEMP * _13_2;

3778 _LP0 = _LP0 + ( -0.14612573304147) * _TEMP * _13_3;

3779 _LP0 = _LP0 + ( -0.08905831820033) * _TEMP * _13_4;

3780 _LP0 = _LP0 + ( 0.0192071281564) * _TEMP * _13_5;

3781

3782 *** Effect: DEM_Musteri_Yas_Bracket ;

3783 _TEMP = 1;

3784 _LP0 = _LP0 + ( -0.09147477352386) * _TEMP * _14_0;

3785 _LP0 = _LP0 + ( 0.15704229270817) * _TEMP * _14_1;

3786 _LP0 = _LP0 + ( 0.06591542002145) * _TEMP * _14_2;

3787 _LP0 = _LP0 + ( -0.01148244167044) * _TEMP * _14_3;

3788 _LP0 = _LP0 + ( 0.02249302706485) * _TEMP * _14_4;

3789

3790 *** Effect: GUN_PKT_F ;

3791 _TEMP = 1;

3792 _LP0 = _LP0 + ( 0.26055509907071) * _TEMP * _15_0;

3793

3794 *** Effect: IHTIYAC_2013_SON_6_AY_KACKEZ ;

3795 _TEMP = 1;

3796 _LP0 = _LP0 + ( 0.30503288515237) * _TEMP * _16_0;

3797 _LP0 = _LP0 + ( 0.30142684411492) * _TEMP * _16_1;

3798 _LP0 = _LP0 + ( 0.33773350659353) * _TEMP * _16_2;

3799 _LP0 = _LP0 + ( -0.15785051690738) * _TEMP * _16_3;

3800 _LP0 = _LP0 + ( -0.07797572861472) * _TEMP * _16_4;

3801 _LP0 = _LP0 + ( -0.38052365121472) * _TEMP * _16_5;

3802

3803 *** Effect: IHTIYAC_2013_SON_AY_VAR ;

3804 _TEMP = 1;

3805 _LP0 = _LP0 + ( -0.37968882293282) * _TEMP * _17_0;

3806

3807 *** Effect: KKB_SKOR_BRACKET ;

3808 _TEMP = 1;

3809 _LP0 = _LP0 + ( -0.00790095234533) * _TEMP * _18_0;

3810 _LP0 = _LP0 + ( 0.16049884314489) * _TEMP * _18_1;

3811

3812 *** Effect: KK_AKT_2013_SON_3_AY_K ;

3813 _TEMP = 1;

3814 _LP0 = _LP0 + ( -0.56605169083826) * _TEMP * _19_0;

67 The SAS System 08:57 Tuesday, May 13, 2014

3815 _LP0 = _LP0 + ( 0.36591882219164) * _TEMP * _19_1;

3816 _LP0 = _LP0 + ( 0.19252983475519) * _TEMP * _19_2;

3817

3818 *** Effect: KK_AKT_2013_SON_6_AY_VAR ;

3819 _TEMP = 1;

3820 _LP0 = _LP0 + ( 0.15759478766601) * _TEMP * _20_0;

3821

3822 *** Effect: KK_AKT_2013_SON_AY_VAR ;

3823 _TEMP = 1;

3824 _LP0 = _LP0 + ( -0.15593783614895) * _TEMP * _21_0;

3825

3826 *** Effect: KK_AKT_SON_6_KAC ;

3827 _TEMP = 1;

3828 _LP0 = _LP0 + ( -0.53553988628815) * _TEMP * _22_0;

3829 _LP0 = _LP0 + ( 0.60970853862581) * _TEMP * _22_1;

3830 _LP0 = _LP0 + ( 0.22558502000463) * _TEMP * _22_2;

3831 _LP0 = _LP0 + ( 0.04785894222899) * _TEMP * _22_3;

3832 _LP0 = _LP0 + ( -0.01543002552018) * _TEMP * _22_4;

3833 _LP0 = _LP0 + ( 0) * _TEMP * _22_5;

3834

3835 *** Effect: KK_BONUS_HARC_SON_3_AY_KACKEZ ;

3836 _TEMP = 1;

3837 _LP0 = _LP0 + ( 0.14407150127444) * _TEMP * _23_0;

3838 _LP0 = _LP0 + ( 0.00505791569322) * _TEMP * _23_1;

3839

3840 *** Effect: KK_BONUS_HARC_SON_6_AY_KACKEZ ;

3841 _TEMP = 1;

3842 _LP0 = _LP0 + ( -0.10369539219862) * _TEMP * _25_0;

3843 _LP0 = _LP0 + ( 0.12833311870236) * _TEMP * _25_1;

3844 _LP0 = _LP0 + ( 0.11185168715961) * _TEMP * _25_2;

3845 _LP0 = _LP0 + ( -0.03713695206919) * _TEMP * _25_3;

3846

3847 *** Effect: KK_BONUS_HARC_SON_AY_VAR ;

3848 _TEMP = 1;

3849 _LP0 = _LP0 + ( -0.03715569878921) * _TEMP * _27_0;

3850

3851 *** Effect: KK_SON_6_AY_KAC_KEZ_TNA ;

3852 _TEMP = 1;

3853 _LP0 = _LP0 + ( -0.18453853338344) * _TEMP * _29_0;

3854 _LP0 = _LP0 + ( 0.3153925005173) * _TEMP * _29_1;

3855 _LP0 = _LP0 + ( -0.02340201368488) * _TEMP * _29_2;

3856 _LP0 = _LP0 + ( -0.0308212187212) * _TEMP * _29_3;

3857 _LP0 = _LP0 + ( -0.13414865075778) * _TEMP * _29_4;

3858 _LP0 = _LP0 + ( 0.08750091515786) * _TEMP * _29_5;

3859

3860 *** Effect: KK_SON_AY_NA_VAR ;

3861 _TEMP = 1;

3862 _LP0 = _LP0 + ( -1.36663648428694) * _TEMP * _31_0;

3863

3864 *** Effect: KK_SON_AY_TNA_VAR ;

3865 _TEMP = 1;

3866 _LP0 = _LP0 + ( -0.12420158776186) * _TEMP * _32_0;

3867

3868 *** Effect: KK_TAKSIT_SON_6_KAC ;

3869 _TEMP = 1;

3870 _LP0 = _LP0 + ( -0.61632031116566) * _TEMP * _33_0;

3871 _LP0 = _LP0 + ( -0.13450488904474) * _TEMP * _33_1;

3872 _LP0 = _LP0 + ( 0.08509249538223) * _TEMP * _33_2;

68 The SAS System 08:57 Tuesday, May 13, 2014

3873 _LP0 = _LP0 + ( 0.0797396122611) * _TEMP * _33_3;

3874 _LP0 = _LP0 + ( 0.14807592145861) * _TEMP * _33_4;

3875 _LP0 = _LP0 + ( 0.01166817204194) * _TEMP * _33_5;

3876

3877 *** Effect: KK_TAK_HARCAMA_SON_3_AY_VAR ;

3878 _TEMP = 1;

3879 _LP0 = _LP0 + ( 0.15023965310679) * _TEMP * _34_0;

3880

3881 *** Effect: KK_TAK_HARCAMA_SON_AY_VAR ;

3882 _TEMP = 1;

3883 _LP0 = _LP0 + ( -0.2146329718221) * _TEMP * _35_0;

3884

3885 *** Effect: MAX_of_KKHRM_EGITIM_SON_6AY_VAR ;

3886 _TEMP = 1;

3887 _LP0 = _LP0 + ( 0.00473362216889) * _TEMP * _36_0;

3888

3889 *** Effect: MAX_of_KKHRM_EVTEKSTIL_SON_6_AY_ ;

3890 _TEMP = 1;

3891 _LP0 = _LP0 + ( 0.00001537193983) * _TEMP * _37_0;

3892

3893 *** Effect: MAX_of_KKHRM_GIDA_SON_6_AY_VAR ;

3894 _TEMP = 1;

3895 _LP0 = _LP0 + ( 0.03141800841086) * _TEMP * _38_0;

3896

3897 *** Effect: MAX_of_KKHRM_GIDA_SON_AY_VAR ;

3898 _TEMP = 1;

3899 _LP0 = _LP0 + ( 1.94244841085882) * _TEMP * _39_0;

3900

3901 *** Effect: MAX_of_KKHRM_KISISELBKM_SON_6_AY ;

3902 _TEMP = 1;

3903 _LP0 = _LP0 + ( -0.0897718122248) * _TEMP * _40_0;

3904

3905 *** Effect: MAX_of_KKHRM_OTOMOTIV_SON_6_AY_V ;

3906 _TEMP = 1;

3907 _LP0 = _LP0 + ( 0.05444468828341) * _TEMP * _41_0;

3908

3909 *** Effect: MAX_of_KKHRM_SAGLIK_SON_6_AY_VAR ;

3910 _TEMP = 1;

3911 _LP0 = _LP0 + ( -0.03096962915954) * _TEMP * _42_0;

3912

3913 *** Effect: MAX_of_KKHRM_SAGLIK_SON_AY ;

3914 _TEMP = 1;

3915 _LP0 = _LP0 + ( -0.08635100331056) * _TEMP * _43_0;

3916

3917 *** Effect: MAX_of_KKHRM_SIGORTA_SON_6AY_VAR ;

3918 _TEMP = 1;

3919 _LP0 = _LP0 + ( -0.00704297109209) * _TEMP * _44_0;

3920

3921 *** Effect: MAX_of_KKHRM_TEKNOLOJI_SON_6_AY_ ;

3922 _TEMP = 1;

3923 _LP0 = _LP0 + ( -0.06111296306236) * _TEMP * _45_0;

3924

3925 *** Effect: MAX_of_KKHRM_TEKSTIL_SON_6_AY_VA ;

3926 _TEMP = 1;

3927 _LP0 = _LP0 + ( -0.00700648025005) * _TEMP * _46_0;

3928

3929 *** Effect: MAX_of_KKHRM_TEKSTIL_SON_AY_VAR ;

3930 _TEMP = 1;

69 The SAS System 08:57 Tuesday, May 13, 2014

3931 _LP0 = _LP0 + ( 0.10490023328185) * _TEMP * _47_0;

3932

3933 *** Effect: OPT_AVG_of_KK_SON_AY_LIMIT_DOLUL ;

3934 _TEMP = 1;

3935 _LP0 = _LP0 + ( -0.35733052644945) * _TEMP * _48_0;

3936 _LP0 = _LP0 + ( -0.01023623523654) * _TEMP * _48_1;

3937 _LP0 = _LP0 + ( 0.04228743330772) * _TEMP * _48_2;

3938

3939 *** Effect: OPT_AVG_of_SON_3_AY_ORTALAMA_LIM ;

3940 _TEMP = 1;

3941 _LP0 = _LP0 + ( -0.68562988539437) * _TEMP * _49_0;

3942 _LP0 = _LP0 + ( 0.07469103874519) * _TEMP * _49_1;

3943 _LP0 = _LP0 + ( 0.23134598234775) * _TEMP * _49_2;

3944

3945 *** Effect: OPT_BNK_KMH_SON_3_AY_ORT ;

3946 _TEMP = 1;

3947 _LP0 = _LP0 + ( -0.21482125788971) * _TEMP * _50_0;

3948 _LP0 = _LP0 + ( 0.04750393015955) * _TEMP * _50_1;

3949 _LP0 = _LP0 + ( 0.09596105574722) * _TEMP * _50_2;

3950

3951 *** Effect: OPT_BNK_KMH_SON_5_AY_ORT ;

3952 _TEMP = 1;

3953 _LP0 = _LP0 + ( -0.05194054159446) * _TEMP * _51_0;

3954 _LP0 = _LP0 + ( 0.00895225271326) * _TEMP * _51_1;

3955 _LP0 = _LP0 + ( -0.10994660284355) * _TEMP * _51_2;

3956

3957 *** Effect: OPT_BNK_MAAS_SON_3_AY_ORT ;

3958 _TEMP = 1;

3959 _LP0 = _LP0 + ( -0.07690065606401) * _TEMP * _52_0;

3960 _LP0 = _LP0 + ( -0.16816210561824) * _TEMP * _52_1;

3961

3962 *** Effect: OPT_BNK_MAAS_SON_6_AY_ORT ;

3963 _TEMP = 1;

3964 _LP0 = _LP0 + ( 0.13692260236293) * _TEMP * _53_0;

3965

3966 *** Effect: OPT_BNK_MAAS_SON_AY_TUTAR ;

3967 _TEMP = 1;

3968 _LP0 = _LP0 + ( 0.20589089156162) * _TEMP * _54_0;

3969

3970 *** Effect: OPT_BNK_SON_3_AY_ORTALAMA_TAUM ;

3971 _TEMP = 1;

3972 _LP0 = _LP0 + ( -0.05110243196136) * _TEMP * _55_0;

3973 _LP0 = _LP0 + ( -0.20737017886095) * _TEMP * _55_1;

3974

3975 *** Effect: OPT_DEM_ILK_KART_SURE_AY ;

3976 _TEMP = 1;

3977 _LP0 = _LP0 + ( -2.86389866620048) * _TEMP * _56_0;

3978 _LP0 = _LP0 + ( 1.22354691842289) * _TEMP * _56_1;

3979 _LP0 = _LP0 + ( 0.75338878765993) * _TEMP * _56_2;

3980

3981 *** Effect: OPT_DEM_Musteri_Omru_Yil ;

3982 _TEMP = 1;

3983 _LP0 = _LP0 + ( 0) * _TEMP * _57_0;

3984 _LP0 = _LP0 + ( 1.0357490583699) * _TEMP * _57_1;

3985 _LP0 = _LP0 + ( -0.42212471251731) * _TEMP * _57_2;

3986

3987 *** Effect: OPT_Dem_Musteri_Omru_Ay ;

3988 _TEMP = 1;

70 The SAS System 08:57 Tuesday, May 13, 2014

3989 _LP0 = _LP0 + ( 4.46940112432767) * _TEMP * _58_0;

3990 _LP0 = _LP0 + ( -1.54491260223692) * _TEMP * _58_1;

3991 _LP0 = _LP0 + ( -1.44673672685365) * _TEMP * _58_2;

3992

3993 *** Effect: OPT_Dem_Musteri_Yas ;

3994 _TEMP = 1;

3995 _LP0 = _LP0 + ( 0.07208791727323) * _TEMP * _59_0;

3996

3997 *** Effect: OPT_KK_BONUS_HARC_SON_3_AY_ORT ;

3998 _TEMP = 1;

3999 _LP0 = _LP0 + ( 0.10592699463871) * _TEMP * _60_0;

4000 _LP0 = _LP0 + ( 0) * _TEMP * _60_1;

4001

4002 *** Effect: OPT_KK_BONUS_HARC_SON_6_AY_ORT ;

4003 _TEMP = 1;

4004 _LP0 = _LP0 + ( 0.2066504178285) * _TEMP * _61_0;

4005 _LP0 = _LP0 + ( 0) * _TEMP * _61_1;

4006

4007 *** Effect: OPT_KK_REVOLVE_SON_6AY_ORT ;

4008 _TEMP = 1;

4009 _LP0 = _LP0 + ( -0.67571826054874) * _TEMP * _62_0;

4010 _LP0 = _LP0 + ( 0.2292871637389) * _TEMP * _62_1;

4011

4012 *** Effect: OPT_KK_REV_SON_3AY_ORT ;

4013 _TEMP = 1;

4014 _LP0 = _LP0 + ( -0.97300604866658) * _TEMP * _63_0;

4015 _LP0 = _LP0 + ( -0.15807504461158) * _TEMP * _63_1;

4016 _LP0 = _LP0 + ( -0.00948798833711) * _TEMP * _63_2;

4017

4018 *** Effect: OPT_KK_REV_SON_AY ;

4019 _TEMP = 1;

4020 _LP0 = _LP0 + ( -1.708279223151) * _TEMP * _64_0;

4021 _LP0 = _LP0 + ( -1.01137692858377) * _TEMP * _64_1;

4022

4023 *** Effect: OPT_KK_SON_6_AY_ORT_BORC ;

4024 _TEMP = 1;

4025 _LP0 = _LP0 + ( -0.43503820602241) * _TEMP * _65_0;

4026 _LP0 = _LP0 + ( 0.03863615268723) * _TEMP * _65_1;

4027 _LP0 = _LP0 + ( 0.2712743316149) * _TEMP * _65_2;

4028

4029 *** Effect: OPT_KK_SON_AY_NA ;

4030 _TEMP = 1;

4031 _LP0 = _LP0 + ( 1.14921419367573) * _TEMP * _66_0;

4032

4033 *** Effect: OPT_KK_SON_AY_TOPLAM_BORC ;

4034 _TEMP = 1;

4035 _LP0 = _LP0 + ( -0.25402567343503) * _TEMP * _67_0;

4036 _LP0 = _LP0 + ( 0.12357458045347) * _TEMP * _67_1;

4037 _LP0 = _LP0 + ( 0.24700301988661) * _TEMP * _67_2;

4038

4039 *** Effect: OPT_KK_TAK_HARCAMA_SON_3_AY_ORT ;

4040 _TEMP = 1;

4041 _LP0 = _LP0 + ( 0.01893739510685) * _TEMP * _68_0;

4042 _LP0 = _LP0 + ( 0) * _TEMP * _68_1;

4043

4044 *** Effect: OPT_KK_TAK_HARCAMA_SON_6_AY_ORT ;

4045 _TEMP = 1;

4046 _LP0 = _LP0 + ( -0.03376607948616) * _TEMP * _69_0;

71 The SAS System 08:57 Tuesday, May 13, 2014

4047 _LP0 = _LP0 + ( 0) * _TEMP * _69_1;

4048

4049 *** Effect: OPT_KK_TAK_HARCAMa_SON_AY_TUTAR ;

4050 _TEMP = 1;

4051 _LP0 = _LP0 + ( 0.49450832849194) * _TEMP * _70_0;

4052 _LP0 = _LP0 + ( 0.01122915628886) * _TEMP * _70_1;

4053

4054 *** Effect: OPT_KK_TEK_CEKIM_SON_3_AY_ORTALA ;

4055 _TEMP = 1;

4056 _LP0 = _LP0 + ( 1.5740579646165) * _TEMP * _71_0;

4057 _LP0 = _LP0 + ( -0.86938327084367) * _TEMP * _71_1;

4058

4059 *** Effect: OPT_KK_TEK_CEKIM_SON_AY ;

4060 _TEMP = 1;

4061 _LP0 = _LP0 + ( -0.80103022841649) * _TEMP * _72_0;

4062 _LP0 = _LP0 + ( 0.27982773968765) * _TEMP * _72_1;

4063

4064 *** Effect: OPT_MUSTERI_NO ;

4065 _TEMP = 1;

4066 _LP0 = _LP0 + ( 0.97596358996778) * _TEMP * _73_0;

4067 _LP0 = _LP0 + ( 1.02176498700405) * _TEMP * _73_1;

4068 _LP0 = _LP0 + ( -0.14683080303872) * _TEMP * _73_2;

4069

4070 *** Effect: OPT_SON_3_AY_AKRYKT_TUTAR_TL ;

4071 _TEMP = 1;

4072 _LP0 = _LP0 + ( 0.28349018948396) * _TEMP * _74_0;

4073 _LP0 = _LP0 + ( 0.14183268790712) * _TEMP * _74_1;

4074 _LP0 = _LP0 + ( 0) * _TEMP * _74_2;

4075

4076 *** Effect: OPT_SON_3_AY_EV_TKSTL_TUTAR_TL ;

4077 _TEMP = 1;

4078 _LP0 = _LP0 + ( 0.21448888771071) * _TEMP * _75_0;

4079 _LP0 = _LP0 + ( 0) * _TEMP * _75_1;

4080

4081 *** Effect: OPT_SON_3_AY_GIDA_TUTAR_TL ;

4082 _TEMP = 1;

4083 _LP0 = _LP0 + ( 0.0760865758823) * _TEMP * _76_0;

4084 _LP0 = _LP0 + ( 0.13826974885572) * _TEMP * _76_1;

4085 _LP0 = _LP0 + ( 0) * _TEMP * _76_2;

4086

4087 *** Effect: OPT_SON_3_AY_SGLK_TUTAR_TL ;

4088 _TEMP = 1;

4089 _LP0 = _LP0 + ( -0.17067698602335) * _TEMP * _77_0;

4090 _LP0 = _LP0 + ( -0.03335288585832) * _TEMP * _77_1;

4091 _LP0 = _LP0 + ( -0.62809537924529) * _TEMP * _77_2;

4092

4093 *** Effect: OPT_SON_3_AY_TKNLJ_TUTAR_TL ;

4094 _TEMP = 1;

4095 _LP0 = _LP0 + ( 0.23124522857729) * _TEMP * _78_0;

4096 _LP0 = _LP0 + ( 0) * _TEMP * _78_1;

4097

4098 *** Effect: OPT_SON_3_AY_TKSTL_TUTAR_TL ;

4099 _TEMP = 1;

4100 _LP0 = _LP0 + ( 0.03318212242825) * _TEMP * _79_0;

4101 _LP0 = _LP0 + ( 0) * _TEMP * _79_1;

4102

4103 *** Effect: OPT_SON_3_AY_TRZM_TUTAR_TL ;

4104 _TEMP = 1;

72 The SAS System 08:57 Tuesday, May 13, 2014

4105 _LP0 = _LP0 + ( -0.06484801144922) * _TEMP * _80_0;

4106 _LP0 = _LP0 + ( 0) * _TEMP * _80_1;

4107

4108 *** Effect: OPT_SON_3_AY_ULASIM_TUTAR_TL ;

4109 _TEMP = 1;

4110 _LP0 = _LP0 + ( -0.04258118348358) * _TEMP * _81_0;

4111 _LP0 = _LP0 + ( 0) * _TEMP * _81_1;

4112

4113 *** Effect: OPT_SON_AY_AKRYKT_TUTAR_TL ;

4114 _TEMP = 1;

4115 _LP0 = _LP0 + ( -0.19980535861637) * _TEMP * _82_0;

4116 _LP0 = _LP0 + ( 0) * _TEMP * _82_1;

4117

4118 *** Effect: OPT_SON_AY_EV_TKSTL_TUTAR_TL ;

4119 _TEMP = 1;

4120 _LP0 = _LP0 + ( 0.00795912547958) * _TEMP * _83_0;

4121 _LP0 = _LP0 + ( 0.35622182777508) * _TEMP * _83_1;

4122 _LP0 = _LP0 + ( -0.29357691836219) * _TEMP * _83_2;

4123

4124 *** Effect: OPT_SON_AY_GIDA_TUTAR_TL ;

4125 _TEMP = 1;

4126 _LP0 = _LP0 + ( -3.60664453530147) * _TEMP * _84_0;

4127 _LP0 = _LP0 + ( 0.1752809672415) * _TEMP * _84_1;

4128 _LP0 = _LP0 + ( 0) * _TEMP * _84_2;

4129

4130 *** Effect: OPT_SON_AY_SGLK_TUTAR_TL ;

4131 _TEMP = 1;

4132 _LP0 = _LP0 + ( 0.4290561535913) * _TEMP * _85_0;

4133 _LP0 = _LP0 + ( 0) * _TEMP * _85_1;

4134

4135 *** Effect: OPT_SON_AY_TAUM ;

4136 _TEMP = 1;

4137 _LP0 = _LP0 + ( 0.37145848936917) * _TEMP * _86_0;

4138 _LP0 = _LP0 + ( 0.28289565383712) * _TEMP * _86_1;

4139

4140 *** Effect: OPT_SON_AY_TEKSTIL_TUTAR_TL ;

4141 _TEMP = 1;

4142 _LP0 = _LP0 + ( -0.29398638018886) * _TEMP * _87_0;

4143 _LP0 = _LP0 + ( 0) * _TEMP * _87_1;

4144

4145 *** Effect: OPT_SON_AY_TKNLJ_TUTAR_TL ;

4146 _TEMP = 1;

4147 _LP0 = _LP0 + ( -0.17434219458198) * _TEMP * _88_0;

4148 _LP0 = _LP0 + ( 0) * _TEMP * _88_1;

4149

4150 *** Effect: SON_3_AY_AKTF_EK_KART_ADET ;

4151 _TEMP = 1;

4152 _LP0 = _LP0 + ( 0.01225314645583) * _TEMP * _89_0;

4153

4154 *** Effect: SON_3_AY_TEK_CEKIM_VAR ;

4155 _TEMP = 1;

4156 _LP0 = _LP0 + ( -1.31755605742432) * _TEMP * _91_0;

4157

4158 *** Effect: SON_6AY_TEK_CEKIM_KACKEZ ;

4159 _TEMP = 1;

4160 _LP0 = _LP0 + ( 0.070320006552) * _TEMP * _92_0;

4161 _LP0 = _LP0 + ( 0.10044162311572) * _TEMP * _92_1;

4162 _LP0 = _LP0 + ( -0.07438087769182) * _TEMP * _92_2;

73 The SAS System 08:57 Tuesday, May 13, 2014

4163 _LP0 = _LP0 + ( -0.03995394848194) * _TEMP * _92_3;

4164 _LP0 = _LP0 + ( -0.02094928860153) * _TEMP * _92_4;

4165 _LP0 = _LP0 + ( -0.12364149910535) * _TEMP * _92_5;

4166

4167 *** Effect: SON_6_AY_AKTF_ASIL_KART_ADET ;

4168 _TEMP = 1;

4169 _LP0 = _LP0 + ( 0.00264315825832) * _TEMP * _93_0;

4170

4171 *** Effect: SON_6_AY_AKTF_KART_ADET ;

4172 _TEMP = 1;

4173 _LP0 = _LP0 + ( 0.19272771810124) * _TEMP * _94_0;

4174 _LP0 = _LP0 + ( 0) * _TEMP * _94_1;

4175

4176 *** Effect: SON_AY_TEK_CEKIM_VAR ;

4177 _TEMP = 1;

4178 _LP0 = _LP0 + ( 0.39105446747829) * _TEMP * _96_0;

4179

4180 *** Effect: SORUNLU_KREDI_SAY_BIR_YIL ;

4181 _TEMP = 1;

4182 _LP0 = _LP0 + ( -0.00419254760715) * _TEMP * _98_0;

4183

4184 *** Naive Posterior Probabilities;

4185 drop _MAXP _IY _P0 _P1;

4186 _TEMP = 3.84251000991612 + _LP0;

4187 if (_TEMP < 0) then do;

4188 _TEMP = exp(_TEMP);

4189 _P0 = _TEMP / (1 + _TEMP);

4190 end;

4191 else _P0 = 1 / (1 + exp(-_TEMP));

4192 _P1 = 1.0 - _P0;

4193

4194 REG2DR1:

4195

4196

4197

4198 *** Decision Processing;

4199 label D_TARGET = 'Decision: TARGET' ;

4200 label EP_TARGET = 'Expected Profit: TARGET' ;

4201

4202 length D_TARGET $ 9;

4203

4204 D_TARGET = ' ';

4205 EP_TARGET = .;

4206

4207 *** Compute Expected Consequences and Choose Decision;

4208 _decnum = 1; drop _decnum;

4209

4210 D_TARGET = '1' ;

4211 EP_TARGET = _P0 * 1.9997105127 + _P1 * 0;

4212 drop _sum;

4213 _sum = _P0 * 0 + _P1 * 2.0002895711;

4214 if _sum > EP_TARGET + 9.096264E-13 then do;

4215 EP_TARGET = _sum; _decnum = 2;

4216 D_TARGET = '0' ;

4217 end;

4218

4219

4220 *** End Decision Processing ;

74 The SAS System 08:57 Tuesday, May 13, 2014

4221

4222 *** Posterior Probabilities and Predicted Level;

4223 label P_TARGET1 = 'Predicted: TARGET=1' ;

4224 label P_TARGET0 = 'Predicted: TARGET=0' ;

4225 P_TARGET1 = _P0;

4226 _MAXP = _P0;

4227 _IY = 1;

4228 P_TARGET0 = _P1;

4229 if (_P1 > _MAXP + 1E-8) then do;

4230 _MAXP = _P1;

4231 _IY = 2;

4232 end;

4233 I_TARGET = REG2DRF[_IY];

4234 U_TARGET = REG2DRU[_IY];

4235

4236 *************************************;

4237 ***** end scoring code for regression;

4238 *************************************;

4239 *------------------------------------------------------------*;

4240 * TOOL: Score Node;

4241 * TYPE: ASSESS;

4242 * NODE: Score2;

4243 *------------------------------------------------------------*;

4244 *------------------------------------------------------------*;

4245 * Score2: Creating Fixed Names;

4246 *------------------------------------------------------------*;

4247 LABEL EM_EVENTPROBABILITY = 'Probability for level 1 of TARGET';

4248 EM_EVENTPROBABILITY = P_TARGET1;

4249 LABEL EM_PROBABILITY = 'Probability of Classification';

4250 EM_PROBABILITY =

4251 max(

4252 P_TARGET1

4253 ,

4254 P_TARGET0

4255 );

4256 LENGTH EM_CLASSIFICATION $%dmnorlen;

4257 LABEL EM_CLASSIFICATION = "Prediction for TARGET";

4258 EM_CLASSIFICATION = I_TARGET;

4259 RUN;

NOTE: Character values have been converted to numeric values at the places given by: (Line):(Column).

205:5 207:5 210:5

NOTE: Numeric values have been converted to character values at the places given by: (Line):(Column).

846:1 943:1 1099:1 3684:1

NOTE: The SAS System stopped processing this step because of errors.

WARNING: The data set WORK.OMER_SCORE_RPM4 may be incomplete. When this step was stopped there were 0 observations and 159

variables.

WARNING: Data set WORK.OMER_SCORE_RPM4 was not replaced because this step was stopped.

NOTE: DATA statement used (Total process time):

real time 0.89 seconds

cpu time 0.51 seconds

4260

4261 GOPTIONS NOACCESSIBLE;

4262 %LET _CLIENTTASKLABEL=;

4263 %LET _CLIENTPROJECTPATH=;

4264 %LET _CLIENTPROJECTNAME=;

75 The SAS System 08:57 Tuesday, May 13, 2014

4265 %LET _SASPROGRAMFILE=;

4266

4267 ;*';*";*/;quit;run;

4268 ODS _ALL_ CLOSE;

4269

4270

4271 QUIT; RUN;

4272

Re: runing EM score codes in EG

Reeza — Wed, 14 May 2014 16:34:35 GMT

It really does look like you have certain variables that the code is expecting as character that are numeric that cause the issue.

Make sure your data source matches the format exactly, for types and length.

Re: runing EM score codes in EG

omerzeybek — Fri, 16 May 2014 02:09:35 GMT

Hi Reeza

Yes i have seen that error to but this character number conversion was dictated by SAS Miner so i didnt do anything to compile that code. Apparently i supposed that i shouldn't internive code created by SAS Miner's itself. However later i estimated another model and droped varriables that you pointed out, now i could extract code...

Thanyou very much for all your help

Re: runing EM score codes in EG

bala314 — Mon, 16 Nov 2015 19:30:32 GMT

Miguel,

I tried to run the SAS EM - optimized score code in SAS EG by following the steps (2a) that you have mentioned.

data work.one; /* Place to store my scored data*/

set work.two; /* the data set to be scored*/

/* Optimized Score code from SAS EM*/

run;

But, I am getting work.one to be a empty data set with just the column headers.

Can you help me with this issue?

Regards,

Bala