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benjamin_2018
Fluorite | Level 6

Hello. I am sampling about 1,100 items from a frame of about 1 million observations. Per agency practices, I am using probability proportional to size with replacement. However, I want to limit the number of times any single observation is selected to a maximum of 3. In my output thus far, some items are selected as may as 10-15 times. Is there an efficient way to do this? The only way I think to do this is to sample once, then re-sample observations where an item was already selected 3 or more times, deleting that item from the frame. Then I may have to re-sample again, and again, until items are selected no more than 3 times. 

 

 

1 ACCEPTED SOLUTION

Accepted Solutions
ballardw
Super User

You might try adding:

samplingunit id;

At least when I run your data with the option none of the ID come in with more than 3 sometimes. I suspect your root cause is you have one of the size values that is twice as large as the next smallest and typically 10 or more times larger than most of the values in the EE011 strata. Second and third largest are also quite large compared to most in the strata. This gets compounded when more than 75% of the requested sample comes from that strata though it is only about 27 percent of the original data. So the larger probabilities get hit much more often.

 

With the samplingunit id I would get about one sample in five with the largest hit of 3.

 

The MAXSIZE actually adjusts how the Size variable is used an seemed in a small number of trials to increase the maximum number of hits.

 

You might try adding another stratum variable so that those larger probabilities are in a separate substratum (not sampling unit) and limiting how many records come from that such that the total for the main strata still totals the 33. All the records in other main strata would have a single substratum value so those probabilities behave the same. Something like this:

data work.universe ;
   infile datalines dlm=',';
   input ELI $ ID:$10. probability;
   if ELI='EE011' and probability>0.02 then sub=2;
   else sub=1; 

datalines;
EA011,0393310728,0.1208921433
EA011,0961392142,0.0604460717
EA011,1557091056,0.0402973811
EA011,155709151X,0.0302230358
EA011,1557094586,0.0241784287
EA011,1930882742,0.0201486906
EA011,0143116177,0.0172703062
EA011,0385722702,0.0151115179
EA011,1416600353,0.0134324604
EA011,0226264211,0.0120892143
EA011,0964920549,0.0109901948
EA011,0143121359,0.0100743453
EA011,1944228012,0.0092993956
EA011,0465049664,0.0086351531
EA011,0205609996,0.0080594762
EA011,1495300552,0.007555759
EA011,155709103X,0.0071113025
EA011,0300245920,0.0067162302
EA011,0934868077,0.0063627444
EA011,143383216X,0.0060446072
EA011,0812968255,0.0057567687
EA011,0984782850,0.0054950974
EA011,0321832019,0.0052561801
EA011,1433832178,0.0050371726
EA011,1572307811,0.0048356857
EA011,1628251840,0.0046496978
EA011,0525569707,0.0044774868
EA011,1433832739,0.0043175765
EA011,160623918X,0.0041686946
EA011,1119278961,0.0040297381
EA011,1119144752,0.0038997466
EA011,032507433X,0.0037778795
EA011,0140449469,0.0036633983
EA011,1138942650,0.0035556513
EA011,0486264785,0.0034540612
EA011,1506362311,0.0033581151
EA011,0976423383,0.0032673552
EA011,048629823X,0.0031813722
EA011,1506386709,0.0030997985
EA011,111806786X,0.0030223036
EA011,1609182278,0.0029485889
EA011,0071441190,0.0028783844
EA011,0787960756,0.0028114452
EA011,076791547X,0.0027475487
EA011,0415922224,0.0026864921
EA011,0134093410,0.0026280901
EA011,1433805618,0.0025721733
EA011,0684827905,0.0025185863
EA011,0394519922,0.0024671866
EA011,0870714996,0.0024178429
EA011,1108457568,0.0023704342
EA011,0198788606,0.0023248489
EA011,0883780305,0.0022809838
EA011,0070511136,0.0022387434
EA011,094500110X,0.002198039
EA011,1491910399,0.0021587883
EA011,0465093728,0.0021209148
EA011,1936891034,0.0020843473
EA011,0910034214,0.0020490194
EA011,0306812835,0.0020148691
EA011,0525569553,0.0019818384
EA011,0071592539,0.0019498733
EA011,1462532764,0.0019189229
EA011,0735201811,0.0018889397
EA011,1544381859,0.0018598791
EA011,1574885553,0.0018316991
EA011,0525569685,0.0018043603
EA011,0525569472,0.0017778256
EA011,022623973X,0.00175206
EA011,0399531653,0.0017270306
EA011,1419705563,0.0017027062
EA011,1462516998,0.0016790575
EA011,0471445509,0.0016560568
EA011,0525569693,0.0016336776
EA011,0814322468,0.0016118952
EA011,0451528840,0.0015906861
EA011,0470894520,0.0015700278
EA011,0143125087,0.0015498993
EA011,039309040X,0.0015302803
EA011,1572229225,0.0015111518
EA011,1492650951,0.0014924956
EA011,0465060730,0.0014742944
EA011,0857088467,0.0014565318
EA011,1545211957,0.0014391922
EA011,0486419312,0.0014222605
EA011,0679642609,0.0014057226
EA011,0134580990,0.0013895649
EA011,0865717656,0.0013737744
EA011,0472065211,0.0013583387
EA011,0486296024,0.001343246
EA011,0525569596,0.0013284851
EA011,0525569448,0.001314045
EA011,0525569464,0.0012999155
EA011,039916524X,0.0012860866
EA011,1285769554,0.0012725489
EA011,0525569421,0.0012592932
EA011,1119448247,0.0012463108
EA011,1936128306,0.0012335933
EA011,0954852028,0.0012211328
EA011,1400078970,0.0012089214
EA011,1400052181,0.0011969519
EA011,0316438529,0.0011852171
EA011,0143110918,0.0011737101
EA011,1635306515,0.0011624245
EA011,0140449337,0.0011513537
EA011,1617601543,0.0011404919
EA011,0984782818,0.0011298331
EA011,0393324826,0.0011193717
EA011,1683731190,0.0011091022
EA011,1462542670,0.0010990195
EA011,1400034094,0.0010891184
EA011,0140449280,0.0010793941
EA011,1423201892,0.001069842
EA011,0071848290,0.0010604574
EA011,0876590687,0.001051236
EA011,0691018545,0.0010421736
EA011,0991433106,0.0010332662
EA011,1545565678,0.0010245097
EA011,1099056535,0.0010159004
EA011,052556957X,0.0010074345
EA011,1119473594,0.0009991086
EA011,1119293464,0.0009909192
EA011,1628457163,0.000982863
EA011,111949348X,0.0009749366
EA011,0961320753,0.0009671371
EA011,1119784174,0.0009594615
EA011,1453661387,0.0009519066
EA011,0764167715,0.0009444699
EA011,1533393036,0.0009371484
EA011,1950284964,0.0009299396
EA011,1572227915,0.0009228408
EA011,0525569545,0.0009158496
EA011,1423219538,0.0009089635
EA011,1603587632,0.0009021802
EA011,1119293529,0.0008954974
EA011,0979416361,0.0008889128
EA011,1583670254,0.0008824244
EA011,0190865970,0.00087603
EA011,0872201368,0.0008697276
EA011,1119684420,0.0008635153
EA011,0374537194,0.0008573911
EA011,1285741552,0.0008513531
EA011,1933339004,0.0008453996
EA011,1542866502,0.0008395288
EA011,1119293499,0.0008337389
EA011,111912011X,0.0008280284
EA011,1496327713,0.0008223955
EA011,0809016346,0.0008168388
EA011,B08CMF2CQF,0.0008113567
EA011,1499351119,0.0008059476
EA011,1984268945,0.0008006102
EA011,0134414233,0.000795343
EA011,1433832151,0.0007901447
EA011,0190060662,0.0007850139
EA011,1462534988,0.0007799493
EA011,111962990X,0.0007749496
EA011,1118067843,0.0007700137
EA011,1119477247,0.0007651401
EA011,1118067851,0.0007603279
EA011,1514132230,0.0007555759
EA011,1462524184,0.0007508829
EA011,1531017509,0.0007462478
EA011,1593856075,0.0007416696
EA011,1541698967,0.0007371472
EA011,0190900903,0.0007326797
EA011,147980276X,0.0007282659
EA011,0394507630,0.000723905
EA011,0553256696,0.0007195961
EA011,0525569650,0.0007153381
EA011,1260019888,0.0007111303
EA011,1462544193,0.0007069716
EA011,1462541461,0.0007028613
EA011,1491954388,0.0006987985
EA011,1481027565,0.0006947824
EA011,1717167160,0.0006908122
EA011,151516294X,0.0006868872
EA011,1680450263,0.0006830065
EA011,1526436566,0.0006791693
EA011,0241976278,0.0006753751
EA011,0785838457,0.000671623
EA011,0525569715,0.0006679124
EA011,1595231153,0.0006642425
EA011,0525569634,0.0006606128
EA011,0999443364,0.0006570225
EA011,022673479X,0.000653471
EA011,0525569502,0.0006499578
EA011,013480208X,0.000646482
EA011,1461471370,0.0006430433
EA011,0385523912,0.000639641
EA011,0393712370,0.0006362744
EA011,1119293375,0.0006329432
EA011,1284124495,0.0006296466
EA011,0990976904,0.0006263842
EA011,1506330207,0.0006231554
EA011,0140447806,0.0006199597
EA011,0470620749,0.0006167966
EA011,0195069056,0.0006136657
EA011,1491973897,0.0006105664
EA011,1423234715,0.0006074982
EA011,111969129X,0.0006044607
EA011,1260128946,0.0006014534
EA011,1413327850,0.000598476
EA011,0226458121,0.0005955278
EA011,1119687829,0.0005926085
EA011,0393614190,0.0005897178
EA011,0393614182,0.0005868551
EA011,0692637508,0.00058402
EA011,149207294X,0.0005812122
EA011,1929194900,0.0005784313
EA011,1119610885,0.0005756769
EA011,1400075327,0.0005729485
EA011,1979137641,0.000570246
EA011,1572225351,0.0005675687
EA011,0321036638,0.0005649166
EA011,0316252115,0.000562289
EA011,1544374836,0.0005596858
EA011,039341826X,0.0005571067
EA011,162845900X,0.0005545511
EA011,111977876X,0.0005520189
EA011,0134462459,0.0005495097
EA011,1545614105,0.0005470233
EA011,0738612693,0.0005445592
EA011,1935721046,0.0005421172
EA011,0981454224,0.0005396971
EA011,1260128903,0.0005372984
EA011,0134396022,0.000534921
EA011,0321909100,0.0005325645
EA011,1119596556,0.0005302287
EA011,0872204847,0.0005279133
EA011,0199951063,0.000525618
EA011,0128112484,0.0005233426
EA011,1541617819,0.0005210868
EA011,1628459131,0.0005188504
EA011,0195307143,0.0005166331
EA011,1544351593,0.0005144347
EA011,1509526404,0.0005122548
EA011,0963810928,0.0005100934
EA011,193786636X,0.0005079502
EA011,0618249060,0.0005058249
EA011,0393418243,0.0005037173
EA011,0914153277,0.0005016272
EA011,1601730357,0.0004995543
EA011,1413327990,0.0004974985
EA011,1260128881,0.0004954596
EA011,1119742714,0.0004934373
EA011,099944333X,0.0004914315
EA011,0525569626,0.0004894419
EA011,0486290735,0.0004874683
EA011,1119082943,0.0004855106
EA011,0415315743,0.0004835686
EA011,1606233386,0.000481642
EA011,0814742963,0.0004797307
EA011,1617316202,0.0004778346
EA011,014026468X,0.0004759533
EA011,1529731747,0.0004740868
EA011,0140447601,0.0004722349
EA011,1503606716,0.0004703974
EA011,1624666337,0.0004685742
EA011,1319104193,0.000466765
EA011,1544397569,0.0004649698
EA011,1119689929,0.0004631883
EA011,146253824X,0.0004614204
EA011,1305263723,0.0004596659
EA011,0486217094,0.0004579248
EA011,0135183812,0.0004561968
EA011,0470462086,0.0004544817
EA011,0190866322,0.0004527796
EA011,1535585951,0.0004510901
EA011,0393358380,0.0004494132
EA011,1541736699,0.0004477487
EA011,1119345235,0.0004460965
EA011,0316628212,0.0004444564
EA011,1250195772,0.0004428284
EA011,1945051825,0.0004412122
EA011,1541797701,0.0004396078
EA011,1250212839,0.000438015
EA011,1422144119,0.0004364337
EA011,1683731794,0.0004348638
EA011,1119742145,0.0004333052
EA011,0134605187,0.0004317577
EA011,1118845242,0.0004302212
EA011,1882423208,0.0004286955
EA011,0134302389,0.0004271807
EA011,1440248680,0.0004256766
EA011,1680507222,0.000424183
EA011,1928896642,0.0004226998
EA011,1119517893,0.000421227
EA011,1943494010,0.0004197644
EA011,1541617576,0.0004183119
EA011,1305504917,0.0004168695
EA011,0140449086,0.0004154369
EA011,0807758612,0.0004140142
EA011,0872203522,0.0004126012
EA011,1438011768,0.0004111978
EA011,1119543142,0.0004098039
EA011,1595948155,0.0004084194
EA011,1449361323,0.0004070443
EA011,1119508770,0.0004056783
EA011,142212312X,0.0004043215
EA011,0593133587,0.0004029738
EA011,0306924633,0.000401635
EA011,1119002257,0.0004003051
EA011,0996480005,0.000398984
EA011,039334777X,0.0003976715
EA011,059319666X,0.0003963677
EA011,1683731220,0.0003950724
EA011,0525569669,0.0003937855
EA011,1503606880,0.000392507
EA011,0134421353,0.0003912367
EA011,0593237382,0.0003899747
EA011,0812970411,0.0003887207
EA011,1119565219,0.0003874748
EA011,1982130849,0.0003862369
EA011,0134211286,0.0003850068
EA011,1608686388,0.0003837846
EA011,1572306394,0.0003825701
EA011,1119348951,0.0003813632
EA011,1118692284,0.000380164
EA011,1462528643,0.0003789722
EA011,0815382456,0.0003777879
EA011,0226468011,0.000376611
EA011,1633696561,0.0003754414
EA011,1577315936,0.0003742791
EA011,1119660769,0.0003731239
EA011,1683730755,0.0003719758
EA011,0898158397,0.0003708348
EA011,1119724856,0.0003697007
EA011,131905062X,0.0003685736
EA011,1119430275,0.0003674533
EA011,0393617548,0.0003663398
EA011,1438012861,0.0003652331
EA011,0226470490,0.000364133
EA011,0134419693,0.0003630395
EA011,1892784351,0.0003619525
EA011,1119676800,0.0003608721
EA011,0865718547,0.000359798
EA011,0195331400,0.0003587304
EA011,0451527534,0.0003576691
EA011,0679745351,0.000356614
EA011,1559363843,0.0003555651
EA011,0393065677,0.0003545224
EA011,0679640231,0.0003534858
EA011,1119551447,0.0003524552
EA011,0134812352,0.0003514306
EA011,1259641635,0.000350412
EA011,0471317519,0.0003493993
EA011,1462520421,0.0003483923
EA011,111976629X,0.0003473912
EA011,0374537968,0.0003463958
EA011,B08SBFTXQT,0.0003454061
EA011,1628251999,0.0003444221
EA011,1628253827,0.0003434436
EA011,024134848X,0.0003424707
EA011,1119430321,0.0003415032
EA011,022602038X,0.0003405412
EA011,111976260X,0.0003395847
EA011,048641714X,0.0003386335
EA011,1617601640,0.0003376876
EA011,1119600456,0.0003367469
EA011,1641260793,0.0003358115
EA011,1118968050,0.0003348813
EA011,0982978650,0.0003339562
EA011,1119629934,0.0003330362
EA011,0648352404,0.0003321213
EA011,0134710673,0.0003312114
EA011,1426220588,0.0003303064
EA011,0830844333,0.0003294064
EA011,1098115783,0.0003285113
EA011,1284156729,0.000327621
EA011,1337386928,0.0003267355
EA011,0300251688,0.0003258548
EA011,078688620X,0.0003249789
EA011,0140135154,0.0003241076
EA011,0385121229,0.000323241
EA011,092494403X,0.000322379
EA011,149197379X,0.0003215217
EA011,0984381430,0.0003206688
EA011,1119601762,0.0003198205
EA011,0945001428,0.0003189766
EA011,111929357X,0.0003181372
EA011,1557767351,0.0003173022
EA011,0393707873,0.0003164716
EA011,1605200956,0.0003156453
EA011,1572304510,0.0003148233
EA011,1462538800,0.0003140056
EA011,0596522347,0.0003131921
EA011,1491912057,0.0003123828
EA011,1989726402,0.0003115777
EA011,1119387507,0.0003107767
EA011,0197500269,0.0003099799
EA011,1426220154,0.0003091871
EA011,0393713857,0.0003083983
EA011,0956596258,0.0003076136
EA011,1465424644,0.0003068329
EA011,1119742242,0.0003060561
EA011,0190883529,0.0003052832
EA011,1438076096,0.0003045142
EA011,3030426564,0.0003037491
EA011,1732767610,0.0003029878
EA011,0933405014,0.0003022304
EA011,013432076X,0.0003014767
EA011,0393679675,0.0003007267
EA011,1305865707,0.0002999805
EA011,1546962514,0.000299238
EA011,1119157854,0.0002984991
EA011,014311882X,0.0002977639
EA011,1592404944,0.0002970323
EA011,1465485031,0.0002963043
EA011,0674008197,0.0002955798
EA011,1119370655,0.0002948589
EA011,1319066941,0.0002941415
EA011,0872205401,0.0002934275
EA011,1620459906,0.0002927171
EA011,1119674794,0.00029201
EA011,032119991X,0.0002913064
EA011,0470878746,0.0002906061
EA011,1400033918,0.0002899092
EA011,0071818774,0.0002892157
EA011,1721151265,0.0002885254
EA011,1506330088,0.0002878384
EA011,0525570772,0.0002871547
EA011,1423218590,0.0002864743
EA011,1119790026,0.000285797
EA011,1541675819,0.000285123
EA011,1119689937,0.0002844521
EA011,0393714721,0.0002837844
EA011,1319244416,0.0002831198
EA011,052556943X,0.0002824583
EA011,B08JVKFVQ5,0.0002817999
EA011,0134605195,0.0002811445
EA011,039367391X,0.0002804922
EA011,1800204043,0.0002798429
EA011,0452288193,0.0002791966
EA011,1119786231,0.0002785533
EA011,1438012853,0.000277913
EA011,046509676X,0.0002772756
EA011,1260019845,0.0002766411
EA011,0525569480,0.0002760095
EA011,0801485746,0.0002753807
EA011,0753555190,0.0002747549
EA011,0674238141,0.0002741318
EA011,1935721054,0.0002735116
EA011,0140437649,0.0002728942
EA011,0393283054,0.0002722796
EA011,1119076137,0.0002716677
EA011,1734183306,0.0002710586
EA011,1118443926,0.0002704522
EA011,1260467236,0.0002698485
EA011,0190673060,0.0002692475
EA011,0820354759,0.0002686492
EA011,0134694899,0.0002680535
EA011,0399184414,0.0002674605
EA011,1119580838,0.0002668701
EA011,0991433114,0.0002662823
EA011,080705500X,0.000265697
EA011,111955408X,0.0002651143
EA011,0984392777,0.0002645342
EA011,0252066707,0.0002639566
EA011,0135227763,0.0002633816
EA011,0199535663,0.000262809
EA011,0691027641,0.0002622389
EA011,0465023827,0.0002616713
EA011,0387848576,0.0002611061
EA011,0199315981,0.0002605434
EA011,1492041130,0.0002599831
EA011,1119293596,0.0002594252
EA011,1593856121,0.0002588697
EA011,1433829738,0.0002583165
EA011,1111306893,0.0002577658
EA011,0140440992,0.0002572173
EA011,1119543118,0.0002566712
EA011,1250235375,0.0002561274
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EE041,B0928V89QB,0.0001527509
EE041,B08KWML1ND,0.0001525773
EE041,B08F46G9KV,0.0001524041
EE041,B08CL3JKBL,0.0001522313
EE041,B08BF1QSZQ,0.0001520589
EE041,B089J96PPS,0.0001518869
EE041,B086MP2VBP,0.0001517153
EE041,B07X9VG6ZJ,0.0001515441
EE041,B07WPWX689,0.0001513732
EE041,B07VC383LJ,0.0001512028
EE041,B07GW1DXFP,0.0001510327
EE041,B0781VQD66,0.000150863
EE041,B08JT25MZ8,0.0001506937
EE041,B08H1WNYTR,0.0001505247
EE041,B087HCYT7G,0.0001503562
EE041,B0866B9HMF,0.000150188
EE041,B07SPZH7ZB,0.0001500202
EE041,B07B2SYXT6,0.0001498527
EE041,B08NJ53YKB,0.0001496857
EE041,B08BFDY56J,0.000149519
EE041,B082YQTQPC,0.0001493527
EE041,B07YLJ55SJ,0.0001491867
EE041,B07VYPJCRW,0.0001490211
EE041,B07PKVJWJ4,0.0001488559
EE041,B07GWC9YL7,0.0001486911
EE041,B08MXXC8TX,0.0001485266
EE041,B08FCFQPNJ,0.0001483625
EE041,B08DDH21C1,0.0001481987
EE041,B08BF971WF,0.0001480353
EE041,B07YDM371X,0.0001478723
EE041,B00NH12O5I,0.0001477096
EE041,B08RRPXXTT,0.0001475473
EE041,B08P544KWF,0.0001473853
EE041,B08JZ31TYH,0.0001472237
EE041,B08HCNKVP1,0.0001470625
EE041,B085WTYQ4X,0.0001469016
EE041,B07W8ZMXG5,0.000146741
EE041,B07CHW5KMY,0.0001465808
EE041,B079JXY4TJ,0.000146421
EE041,B079H6L4V2,0.0001462615
EE041,B076KC34PM,0.0001461023
EE041,B095Y2P9PD,0.0001459435
EE041,B08JY5GC29,0.0001457851
EE041,B08G43MX9G,0.000145627
EE041,B08FLDL1PM,0.0001454692
EE041,B089W6N4GK,0.0001453117
EE041,B085WQMTJS,0.0001451546
EE041,B0845ZVJW3,0.0001449979
EE041,B07W87124X,0.0001448415
EE041,B07RMPVX1D,0.0001446854
EE041,B07KS366GB,0.0001445297
EE041,B07FZG77X6,0.0001443742
EE041,B06X9FGTMN,0.0001442192
EE041,B08LVPGG88,0.0001440644
EE041,B08G1MPDPX,0.00014391
EE041,B087RHZ611,0.0001437559
EE041,B083LDCQG6,0.0001436022
EE041,B07YXWX985,0.0001434488
EE041,B07WDS5J5V,0.0001432957
EE041,B07KPLPZ38,0.0001431429
EE041,B07KB47SPF,0.0001429905
EE041,B01MDQRZAN,0.0001428384
EE041,B00OQ19QYA,0.0001426866
EE041,B09FJXPVH6,0.0001425351
EE041,B093GQ2B3K,0.0001423839
EE041,B08X421TV4,0.0001422331
EE041,B08HXX8V97,0.0001420826
EE041,B08GC2S1C2,0.0001419324
EE041,B08CY45242,0.0001417825
EE041,B087H7X29D,0.000141633
EE041,B0869S29LG,0.0001414837
EE041,B0842WSBBZ,0.0001413348
EE041,B07WC54P9G,0.0001411862
EE041,B07Q3SXPFY,0.0001410379
EE041,B0978ND2K4,0.0001408899
EE041,B08ZS94MPZ,0.0001407422
EE041,B07Z3LS8GM,0.0001405948
EE041,B07DC4RZPY,0.0001404478
EE041,B08JYNPJK5,0.000140301
EE041,B089LKV86J,0.0001401545
EE041,B088HJ2KKR,0.0001400084
EE041,B087TSZJCM,0.0001398626
EE041,B082QPSB79,0.000139717
EE041,B081VVCVP9,0.0001395718
EE041,B07YTZHF5F,0.0001394268
;


data work.sample_size ;
   infile datalines dlm=',';
   input ELI $ sub SampleSize;
datalines;
EA011,1,6
EE011,1,32
EE011,2,1
EE021,1,8
EE041,1,1
;

proc sort data=universe;
   by eli sub id;
run;

proc surveyselect data = work.universe out = work.selections 
   outhits method = PPS_WR SAMPSIZE = work.sample_size  ;
   size probability;
   strata ELI sub;
   id ELI ID;
run;

I only made 5 trials with this but none of those had more than 3 hits. YMMV.

View solution in original post

4 REPLIES 4
ballardw
Super User

@benjamin_2018 wrote:

Hello. I am sampling about 1,100 items from a frame of about 1 million observations. Per agency practices, I am using probability proportional to size with replacement. However, I want to limit the number of times any single observation is selected to a maximum of 3. In my output thus far, some items are selected as may as 10-15 times. Is there an efficient way to do this? The only way I think to do this is to sample once, then re-sample observations where an item was already selected 3 or more times, deleting that item from the frame. Then I may have to re-sample again, and again, until items are selected no more than 3 times. 

 

 


Please show the code you are using. There is enough interaction between options that details for such really matter. Better would be to include some (dummy) data that behaves similarly to your read data if it is sensitive.

 

Instructions here: https://communities.sas.com/t5/SAS-Communities-Library/How-to-create-a-data-step-version-of-your-dat... will show how to turn an existing SAS data set into data step code that can be pasted into a forum code box using the </> icon or attached as text to show exactly what you have and that we can test code against.

 

benjamin_2018
Fluorite | Level 6

@ballardw Here is the proc surveyselect step. I added a sample "universe" to this thread as well as sample sizes for 4 strata. This is a sample of the actual data I am working with. In this example, I want to sample 48 items among 4 strata from a universe of 5,208 items. But, I want to limit the number of hits for any single ID to a maximum of 3. Maybe I could use the maxsize option? 

 

proc surveyselect data = work.universe out = work.selections outhits method = PPS_WR SAMPSIZE = work.sample_size;
size probability;
strata ELI;
id ELI ID;
run;

ballardw
Super User

You might try adding:

samplingunit id;

At least when I run your data with the option none of the ID come in with more than 3 sometimes. I suspect your root cause is you have one of the size values that is twice as large as the next smallest and typically 10 or more times larger than most of the values in the EE011 strata. Second and third largest are also quite large compared to most in the strata. This gets compounded when more than 75% of the requested sample comes from that strata though it is only about 27 percent of the original data. So the larger probabilities get hit much more often.

 

With the samplingunit id I would get about one sample in five with the largest hit of 3.

 

The MAXSIZE actually adjusts how the Size variable is used an seemed in a small number of trials to increase the maximum number of hits.

 

You might try adding another stratum variable so that those larger probabilities are in a separate substratum (not sampling unit) and limiting how many records come from that such that the total for the main strata still totals the 33. All the records in other main strata would have a single substratum value so those probabilities behave the same. Something like this:

data work.universe ;
   infile datalines dlm=',';
   input ELI $ ID:$10. probability;
   if ELI='EE011' and probability>0.02 then sub=2;
   else sub=1; 

datalines;
EA011,0393310728,0.1208921433
EA011,0961392142,0.0604460717
EA011,1557091056,0.0402973811
EA011,155709151X,0.0302230358
EA011,1557094586,0.0241784287
EA011,1930882742,0.0201486906
EA011,0143116177,0.0172703062
EA011,0385722702,0.0151115179
EA011,1416600353,0.0134324604
EA011,0226264211,0.0120892143
EA011,0964920549,0.0109901948
EA011,0143121359,0.0100743453
EA011,1944228012,0.0092993956
EA011,0465049664,0.0086351531
EA011,0205609996,0.0080594762
EA011,1495300552,0.007555759
EA011,155709103X,0.0071113025
EA011,0300245920,0.0067162302
EA011,0934868077,0.0063627444
EA011,143383216X,0.0060446072
EA011,0812968255,0.0057567687
EA011,0984782850,0.0054950974
EA011,0321832019,0.0052561801
EA011,1433832178,0.0050371726
EA011,1572307811,0.0048356857
EA011,1628251840,0.0046496978
EA011,0525569707,0.0044774868
EA011,1433832739,0.0043175765
EA011,160623918X,0.0041686946
EA011,1119278961,0.0040297381
EA011,1119144752,0.0038997466
EA011,032507433X,0.0037778795
EA011,0140449469,0.0036633983
EA011,1138942650,0.0035556513
EA011,0486264785,0.0034540612
EA011,1506362311,0.0033581151
EA011,0976423383,0.0032673552
EA011,048629823X,0.0031813722
EA011,1506386709,0.0030997985
EA011,111806786X,0.0030223036
EA011,1609182278,0.0029485889
EA011,0071441190,0.0028783844
EA011,0787960756,0.0028114452
EA011,076791547X,0.0027475487
EA011,0415922224,0.0026864921
EA011,0134093410,0.0026280901
EA011,1433805618,0.0025721733
EA011,0684827905,0.0025185863
EA011,0394519922,0.0024671866
EA011,0870714996,0.0024178429
EA011,1108457568,0.0023704342
EA011,0198788606,0.0023248489
EA011,0883780305,0.0022809838
EA011,0070511136,0.0022387434
EA011,094500110X,0.002198039
EA011,1491910399,0.0021587883
EA011,0465093728,0.0021209148
EA011,1936891034,0.0020843473
EA011,0910034214,0.0020490194
EA011,0306812835,0.0020148691
EA011,0525569553,0.0019818384
EA011,0071592539,0.0019498733
EA011,1462532764,0.0019189229
EA011,0735201811,0.0018889397
EA011,1544381859,0.0018598791
EA011,1574885553,0.0018316991
EA011,0525569685,0.0018043603
EA011,0525569472,0.0017778256
EA011,022623973X,0.00175206
EA011,0399531653,0.0017270306
EA011,1419705563,0.0017027062
EA011,1462516998,0.0016790575
EA011,0471445509,0.0016560568
EA011,0525569693,0.0016336776
EA011,0814322468,0.0016118952
EA011,0451528840,0.0015906861
EA011,0470894520,0.0015700278
EA011,0143125087,0.0015498993
EA011,039309040X,0.0015302803
EA011,1572229225,0.0015111518
EA011,1492650951,0.0014924956
EA011,0465060730,0.0014742944
EA011,0857088467,0.0014565318
EA011,1545211957,0.0014391922
EA011,0486419312,0.0014222605
EA011,0679642609,0.0014057226
EA011,0134580990,0.0013895649
EA011,0865717656,0.0013737744
EA011,0472065211,0.0013583387
EA011,0486296024,0.001343246
EA011,0525569596,0.0013284851
EA011,0525569448,0.001314045
EA011,0525569464,0.0012999155
EA011,039916524X,0.0012860866
EA011,1285769554,0.0012725489
EA011,0525569421,0.0012592932
EA011,1119448247,0.0012463108
EA011,1936128306,0.0012335933
EA011,0954852028,0.0012211328
EA011,1400078970,0.0012089214
EA011,1400052181,0.0011969519
EA011,0316438529,0.0011852171
EA011,0143110918,0.0011737101
EA011,1635306515,0.0011624245
EA011,0140449337,0.0011513537
EA011,1617601543,0.0011404919
EA011,0984782818,0.0011298331
EA011,0393324826,0.0011193717
EA011,1683731190,0.0011091022
EA011,1462542670,0.0010990195
EA011,1400034094,0.0010891184
EA011,0140449280,0.0010793941
EA011,1423201892,0.001069842
EA011,0071848290,0.0010604574
EA011,0876590687,0.001051236
EA011,0691018545,0.0010421736
EA011,0991433106,0.0010332662
EA011,1545565678,0.0010245097
EA011,1099056535,0.0010159004
EA011,052556957X,0.0010074345
EA011,1119473594,0.0009991086
EA011,1119293464,0.0009909192
EA011,1628457163,0.000982863
EA011,111949348X,0.0009749366
EA011,0961320753,0.0009671371
EA011,1119784174,0.0009594615
EA011,1453661387,0.0009519066
EA011,0764167715,0.0009444699
EA011,1533393036,0.0009371484
EA011,1950284964,0.0009299396
EA011,1572227915,0.0009228408
EA011,0525569545,0.0009158496
EA011,1423219538,0.0009089635
EA011,1603587632,0.0009021802
EA011,1119293529,0.0008954974
EA011,0979416361,0.0008889128
EA011,1583670254,0.0008824244
EA011,0190865970,0.00087603
EA011,0872201368,0.0008697276
EA011,1119684420,0.0008635153
EA011,0374537194,0.0008573911
EA011,1285741552,0.0008513531
EA011,1933339004,0.0008453996
EA011,1542866502,0.0008395288
EA011,1119293499,0.0008337389
EA011,111912011X,0.0008280284
EA011,1496327713,0.0008223955
EA011,0809016346,0.0008168388
EA011,B08CMF2CQF,0.0008113567
EA011,1499351119,0.0008059476
EA011,1984268945,0.0008006102
EA011,0134414233,0.000795343
EA011,1433832151,0.0007901447
EA011,0190060662,0.0007850139
EA011,1462534988,0.0007799493
EA011,111962990X,0.0007749496
EA011,1118067843,0.0007700137
EA011,1119477247,0.0007651401
EA011,1118067851,0.0007603279
EA011,1514132230,0.0007555759
EA011,1462524184,0.0007508829
EA011,1531017509,0.0007462478
EA011,1593856075,0.0007416696
EA011,1541698967,0.0007371472
EA011,0190900903,0.0007326797
EA011,147980276X,0.0007282659
EA011,0394507630,0.000723905
EA011,0553256696,0.0007195961
EA011,0525569650,0.0007153381
EA011,1260019888,0.0007111303
EA011,1462544193,0.0007069716
EA011,1462541461,0.0007028613
EA011,1491954388,0.0006987985
EA011,1481027565,0.0006947824
EA011,1717167160,0.0006908122
EA011,151516294X,0.0006868872
EA011,1680450263,0.0006830065
EA011,1526436566,0.0006791693
EA011,0241976278,0.0006753751
EA011,0785838457,0.000671623
EA011,0525569715,0.0006679124
EA011,1595231153,0.0006642425
EA011,0525569634,0.0006606128
EA011,0999443364,0.0006570225
EA011,022673479X,0.000653471
EA011,0525569502,0.0006499578
EA011,013480208X,0.000646482
EA011,1461471370,0.0006430433
EA011,0385523912,0.000639641
EA011,0393712370,0.0006362744
EA011,1119293375,0.0006329432
EA011,1284124495,0.0006296466
EA011,0990976904,0.0006263842
EA011,1506330207,0.0006231554
EA011,0140447806,0.0006199597
EA011,0470620749,0.0006167966
EA011,0195069056,0.0006136657
EA011,1491973897,0.0006105664
EA011,1423234715,0.0006074982
EA011,111969129X,0.0006044607
EA011,1260128946,0.0006014534
EA011,1413327850,0.000598476
EA011,0226458121,0.0005955278
EA011,1119687829,0.0005926085
EA011,0393614190,0.0005897178
EA011,0393614182,0.0005868551
EA011,0692637508,0.00058402
EA011,149207294X,0.0005812122
EA011,1929194900,0.0005784313
EA011,1119610885,0.0005756769
EA011,1400075327,0.0005729485
EA011,1979137641,0.000570246
EA011,1572225351,0.0005675687
EA011,0321036638,0.0005649166
EA011,0316252115,0.000562289
EA011,1544374836,0.0005596858
EA011,039341826X,0.0005571067
EA011,162845900X,0.0005545511
EA011,111977876X,0.0005520189
EA011,0134462459,0.0005495097
EA011,1545614105,0.0005470233
EA011,0738612693,0.0005445592
EA011,1935721046,0.0005421172
EA011,0981454224,0.0005396971
EA011,1260128903,0.0005372984
EA011,0134396022,0.000534921
EA011,0321909100,0.0005325645
EA011,1119596556,0.0005302287
EA011,0872204847,0.0005279133
EA011,0199951063,0.000525618
EA011,0128112484,0.0005233426
EA011,1541617819,0.0005210868
EA011,1628459131,0.0005188504
EA011,0195307143,0.0005166331
EA011,1544351593,0.0005144347
EA011,1509526404,0.0005122548
EA011,0963810928,0.0005100934
EA011,193786636X,0.0005079502
EA011,0618249060,0.0005058249
EA011,0393418243,0.0005037173
EA011,0914153277,0.0005016272
EA011,1601730357,0.0004995543
EA011,1413327990,0.0004974985
EA011,1260128881,0.0004954596
EA011,1119742714,0.0004934373
EA011,099944333X,0.0004914315
EA011,0525569626,0.0004894419
EA011,0486290735,0.0004874683
EA011,1119082943,0.0004855106
EA011,0415315743,0.0004835686
EA011,1606233386,0.000481642
EA011,0814742963,0.0004797307
EA011,1617316202,0.0004778346
EA011,014026468X,0.0004759533
EA011,1529731747,0.0004740868
EA011,0140447601,0.0004722349
EA011,1503606716,0.0004703974
EA011,1624666337,0.0004685742
EA011,1319104193,0.000466765
EA011,1544397569,0.0004649698
EA011,1119689929,0.0004631883
EA011,146253824X,0.0004614204
EA011,1305263723,0.0004596659
EA011,0486217094,0.0004579248
EA011,0135183812,0.0004561968
EA011,0470462086,0.0004544817
EA011,0190866322,0.0004527796
EA011,1535585951,0.0004510901
EA011,0393358380,0.0004494132
EA011,1541736699,0.0004477487
EA011,1119345235,0.0004460965
EA011,0316628212,0.0004444564
EA011,1250195772,0.0004428284
EA011,1945051825,0.0004412122
EA011,1541797701,0.0004396078
EA011,1250212839,0.000438015
EA011,1422144119,0.0004364337
EA011,1683731794,0.0004348638
EA011,1119742145,0.0004333052
EA011,0134605187,0.0004317577
EA011,1118845242,0.0004302212
EA011,1882423208,0.0004286955
EA011,0134302389,0.0004271807
EA011,1440248680,0.0004256766
EA011,1680507222,0.000424183
EA011,1928896642,0.0004226998
EA011,1119517893,0.000421227
EA011,1943494010,0.0004197644
EA011,1541617576,0.0004183119
EA011,1305504917,0.0004168695
EA011,0140449086,0.0004154369
EA011,0807758612,0.0004140142
EA011,0872203522,0.0004126012
EA011,1438011768,0.0004111978
EA011,1119543142,0.0004098039
EA011,1595948155,0.0004084194
EA011,1449361323,0.0004070443
EA011,1119508770,0.0004056783
EA011,142212312X,0.0004043215
EA011,0593133587,0.0004029738
EA011,0306924633,0.000401635
EA011,1119002257,0.0004003051
EA011,0996480005,0.000398984
EA011,039334777X,0.0003976715
EA011,059319666X,0.0003963677
EA011,1683731220,0.0003950724
EA011,0525569669,0.0003937855
EA011,1503606880,0.000392507
EA011,0134421353,0.0003912367
EA011,0593237382,0.0003899747
EA011,0812970411,0.0003887207
EA011,1119565219,0.0003874748
EA011,1982130849,0.0003862369
EA011,0134211286,0.0003850068
EA011,1608686388,0.0003837846
EA011,1572306394,0.0003825701
EA011,1119348951,0.0003813632
EA011,1118692284,0.000380164
EA011,1462528643,0.0003789722
EA011,0815382456,0.0003777879
EA011,0226468011,0.000376611
EA011,1633696561,0.0003754414
EA011,1577315936,0.0003742791
EA011,1119660769,0.0003731239
EA011,1683730755,0.0003719758
EA011,0898158397,0.0003708348
EA011,1119724856,0.0003697007
EA011,131905062X,0.0003685736
EA011,1119430275,0.0003674533
EA011,0393617548,0.0003663398
EA011,1438012861,0.0003652331
EA011,0226470490,0.000364133
EA011,0134419693,0.0003630395
EA011,1892784351,0.0003619525
EA011,1119676800,0.0003608721
EA011,0865718547,0.000359798
EA011,0195331400,0.0003587304
EA011,0451527534,0.0003576691
EA011,0679745351,0.000356614
EA011,1559363843,0.0003555651
EA011,0393065677,0.0003545224
EA011,0679640231,0.0003534858
EA011,1119551447,0.0003524552
EA011,0134812352,0.0003514306
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EE041,B0915T91JN,0.0001748282
EE041,B07QMQFXRK,0.0001746008
EE041,B07Q6ZWMLR,0.0001743741
EE041,B086XB2T2B,0.0001741479
EE041,B07VPF4DGW,0.0001739223
EE041,B09CPTQ1M9,0.0001736973
EE041,B0921TQM3B,0.0001734729
EE041,B08L34NZDM,0.0001732491
EE041,B07ZQCST89,0.0001730258
EE041,B07TBMCRD8,0.0001728032
EE041,B08RDFQLG4,0.000172581
EE041,B07MV7Y2T8,0.0001723595
EE041,B01HTH3C8S,0.0001721385
EE041,B08J9S5S5S,0.0001719181
EE041,B08CL4DNY1,0.0001716983
EE041,B086GBDPT5,0.000171479
EE041,B07GP276CG,0.0001712603
EE041,B08VDP6GT4,0.0001710421
EE041,B0881NKVGF,0.0001708245
EE041,B082H147PT,0.0001706074
EE041,B08L7D38ZL,0.0001703909
EE041,B07HFK5PQQ,0.000170175
EE041,B017I7EX46,0.0001699596
EE041,B08XPGWM3Z,0.0001697447
EE041,B08D7TR6H5,0.0001695304
EE041,B089B7LX7N,0.0001693166
EE041,B07ZRVX6RM,0.0001691033
EE041,B07DFWKBF7,0.0001688906
EE041,B00A83I8G2,0.0001686785
EE041,B0928B39YL,0.0001684668
EE041,B08QYZ4TFD,0.0001682557
EE041,B08C8Z9JFZ,0.0001680451
EE041,B07RHSD9WM,0.0001678351
EE041,B01G4W0I72,0.0001676255
EE041,B092TZ9MYQ,0.0001674165
EE041,B089K9HKDW,0.000167208
EE041,B089GX3SHV,0.0001670001
EE041,B07V5MTQPD,0.0001667926
EE041,B07754HYVS,0.0001665857
EE041,B08JMD13H9,0.0001663792
EE041,B08HDKJB8H,0.0001661733
EE041,B088VSPDFC,0.0001659679
EE041,B087LZ4GQR,0.000165763
EE041,B07T8TRBNQ,0.0001655586
EE041,B073JY5T7T,0.0001653547
EE041,B08NCM22PQ,0.0001651514
EE041,B08L5R1CCC,0.0001649485
EE041,B08GCHLRYW,0.0001647461
EE041,B07Z3XZDT5,0.0001645442
EE041,B07YGZSBKT,0.0001643428
EE041,B07YGYS1XS,0.0001641419
EE041,B01G0X56YU,0.0001639415
EE041,B09B4RQKX6,0.0001637415
EE041,B082J8L4YG,0.0001635421
EE041,B07VB567XT,0.0001633431
EE041,B07R3F9XMH,0.0001631447
EE041,B08FFJXSDC,0.0001629467
EE041,B08CZ6QBDD,0.0001627492
EE041,B07RG8GW2R,0.0001625521
EE041,B07FKB3LP7,0.0001623556
EE041,B089HXXJGX,0.0001621595
EE041,B088NRLMPV,0.0001619639
EE041,B0859NYLYZ,0.0001617687
EE041,B083P1HY43,0.0001615741
EE041,B07Z8BL2VW,0.0001613799
EE041,B07YPY31FL,0.0001611861
EE041,B07H8PXT7K,0.0001609929
EE041,B07FY84Y8Y,0.0001608001
EE041,B08ZMW2J9C,0.0001606077
EE041,B08LVFJNHV,0.0001604158
EE041,B08B3L2KCK,0.0001602244
EE041,B084V9FKK6,0.0001600334
EE041,B07YWBTMQ3,0.0001598429
EE041,B07T3R95FM,0.0001596529
EE041,B07PLF1KMB,0.0001594632
EE041,B096SV8SJG,0.0001592741
EE041,B08QZCGDS5,0.0001590854
EE041,B07XQHYPMQ,0.0001588971
EE041,B07QX893T7,0.0001587093
EE041,B07KNB1TN8,0.0001585219
EE041,B07D7TJQ83,0.000158335
EE041,B09539PPXF,0.0001581485
EE041,B092VSL2MR,0.0001579624
EE041,B08JQMZ3BQ,0.0001577768
EE041,B08J5XF5SR,0.0001575916
EE041,B084HP3P7W,0.0001574069
EE041,B07PRQ1BX7,0.0001572225
EE041,B00LO6MZUW,0.0001570387
EE041,B08FSS5XXD,0.0001568552
EE041,B08C1TR53Q,0.0001566722
EE041,B088LKZHLF,0.0001564896
EE041,B081RVP56T,0.0001563074
EE041,B07SG37KL1,0.0001561256
EE041,B07N96ZDB7,0.0001559443
EE041,B0117RGD0K,0.0001557634
EE041,B08Q3NR32S,0.0001555829
EE041,B086Y8TL6M,0.0001554028
EE041,B0814PXB11,0.0001552232
EE041,B07K7MSV25,0.0001550439
EE041,B0743HM2PZ,0.0001548651
EE041,B01GGKYN0A,0.0001546867
EE041,B08PP2KMCY,0.0001545087
EE041,B08J5LPB6G,0.0001543311
EE041,B08FYTRF6J,0.0001541539
EE041,B08BC6NGJ1,0.0001539771
EE041,B088H7PL38,0.0001538007
EE041,B07W6RX2C3,0.0001536248
EE041,B07NPS6S41,0.0001534492
EE041,B07MCVBP7N,0.000153274
EE041,B07HH1QSLB,0.0001530993
EE041,B095KKV97R,0.0001529249
EE041,B0928V89QB,0.0001527509
EE041,B08KWML1ND,0.0001525773
EE041,B08F46G9KV,0.0001524041
EE041,B08CL3JKBL,0.0001522313
EE041,B08BF1QSZQ,0.0001520589
EE041,B089J96PPS,0.0001518869
EE041,B086MP2VBP,0.0001517153
EE041,B07X9VG6ZJ,0.0001515441
EE041,B07WPWX689,0.0001513732
EE041,B07VC383LJ,0.0001512028
EE041,B07GW1DXFP,0.0001510327
EE041,B0781VQD66,0.000150863
EE041,B08JT25MZ8,0.0001506937
EE041,B08H1WNYTR,0.0001505247
EE041,B087HCYT7G,0.0001503562
EE041,B0866B9HMF,0.000150188
EE041,B07SPZH7ZB,0.0001500202
EE041,B07B2SYXT6,0.0001498527
EE041,B08NJ53YKB,0.0001496857
EE041,B08BFDY56J,0.000149519
EE041,B082YQTQPC,0.0001493527
EE041,B07YLJ55SJ,0.0001491867
EE041,B07VYPJCRW,0.0001490211
EE041,B07PKVJWJ4,0.0001488559
EE041,B07GWC9YL7,0.0001486911
EE041,B08MXXC8TX,0.0001485266
EE041,B08FCFQPNJ,0.0001483625
EE041,B08DDH21C1,0.0001481987
EE041,B08BF971WF,0.0001480353
EE041,B07YDM371X,0.0001478723
EE041,B00NH12O5I,0.0001477096
EE041,B08RRPXXTT,0.0001475473
EE041,B08P544KWF,0.0001473853
EE041,B08JZ31TYH,0.0001472237
EE041,B08HCNKVP1,0.0001470625
EE041,B085WTYQ4X,0.0001469016
EE041,B07W8ZMXG5,0.000146741
EE041,B07CHW5KMY,0.0001465808
EE041,B079JXY4TJ,0.000146421
EE041,B079H6L4V2,0.0001462615
EE041,B076KC34PM,0.0001461023
EE041,B095Y2P9PD,0.0001459435
EE041,B08JY5GC29,0.0001457851
EE041,B08G43MX9G,0.000145627
EE041,B08FLDL1PM,0.0001454692
EE041,B089W6N4GK,0.0001453117
EE041,B085WQMTJS,0.0001451546
EE041,B0845ZVJW3,0.0001449979
EE041,B07W87124X,0.0001448415
EE041,B07RMPVX1D,0.0001446854
EE041,B07KS366GB,0.0001445297
EE041,B07FZG77X6,0.0001443742
EE041,B06X9FGTMN,0.0001442192
EE041,B08LVPGG88,0.0001440644
EE041,B08G1MPDPX,0.00014391
EE041,B087RHZ611,0.0001437559
EE041,B083LDCQG6,0.0001436022
EE041,B07YXWX985,0.0001434488
EE041,B07WDS5J5V,0.0001432957
EE041,B07KPLPZ38,0.0001431429
EE041,B07KB47SPF,0.0001429905
EE041,B01MDQRZAN,0.0001428384
EE041,B00OQ19QYA,0.0001426866
EE041,B09FJXPVH6,0.0001425351
EE041,B093GQ2B3K,0.0001423839
EE041,B08X421TV4,0.0001422331
EE041,B08HXX8V97,0.0001420826
EE041,B08GC2S1C2,0.0001419324
EE041,B08CY45242,0.0001417825
EE041,B087H7X29D,0.000141633
EE041,B0869S29LG,0.0001414837
EE041,B0842WSBBZ,0.0001413348
EE041,B07WC54P9G,0.0001411862
EE041,B07Q3SXPFY,0.0001410379
EE041,B0978ND2K4,0.0001408899
EE041,B08ZS94MPZ,0.0001407422
EE041,B07Z3LS8GM,0.0001405948
EE041,B07DC4RZPY,0.0001404478
EE041,B08JYNPJK5,0.000140301
EE041,B089LKV86J,0.0001401545
EE041,B088HJ2KKR,0.0001400084
EE041,B087TSZJCM,0.0001398626
EE041,B082QPSB79,0.000139717
EE041,B081VVCVP9,0.0001395718
EE041,B07YTZHF5F,0.0001394268
;


data work.sample_size ;
   infile datalines dlm=',';
   input ELI $ sub SampleSize;
datalines;
EA011,1,6
EE011,1,32
EE011,2,1
EE021,1,8
EE041,1,1
;

proc sort data=universe;
   by eli sub id;
run;

proc surveyselect data = work.universe out = work.selections 
   outhits method = PPS_WR SAMPSIZE = work.sample_size  ;
   size probability;
   strata ELI sub;
   id ELI ID;
run;

I only made 5 trials with this but none of those had more than 3 hits. YMMV.

benjamin_2018
Fluorite | Level 6

@ballardw Thank you. I think I follow you. I will try to add the samplingunit statement and will also look at rebalancing the sampling universe to be congruent with the sample sizes per stratum. 

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