Here you can find the full log:
28 data cov;
29 run;
NOTE: The data set WORK.COV has 1 observations and 0 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
30 %macro sandwich_imput(i=);
31 data hessian;
32 set mvp.hessian_imput;
33 where _imputation_=&i;
34 drop row Parameter _imputation_;
35 run;
36 data gradient;
37 set mvp.grad_imput;
38 where _imputation_=&i;
39 drop observation _imputation_;
40 run;
41 proc iml;
42 use hessian; read all into J; close hessian;
43 use gradient; read all into G; close gradient;
44 use parms; read all into P; close parms;
45 K=t(G)*(G);
46 Sigma=round(inv(J)*K*inv(J),0.001);
47 create Sigma from Sigma;append from Sigma;
48 quit;
2 The SAS System 09:59 Monday, April 22, 2024
49 data cov;
50 set Sigma cov;
51 run;
52 data cov;
53 set cov;
54 where col1 is not missing;
55 run;
56 %mend sandwich_imput;
57 %sandwich_imput(i=1)
NOTE: There were 15 observations read from the data set MVP.HESSIAN_IMPUT.
WHERE _imputation_=1;
NOTE: The data set WORK.HESSIAN has 15 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 1338 observations read from the data set MVP.GRAD_IMPUT.
WHERE _imputation_=1;
NOTE: The data set WORK.GRADIENT has 1338 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.02 seconds
cpu time 0.00 seconds
NOTE: IML Ready
NOTE: Exiting IML.
NOTE: The data set WORK.SIGMA has 15 observations and 15 variables.
NOTE: PROCEDURE IML used (Total process time):
real time 0.08 seconds
cpu time 0.00 seconds
NOTE: There were 15 observations read from the data set WORK.SIGMA.
NOTE: There were 1 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV has 16 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: There were 15 observations read from the data set WORK.COV.
WHERE col1 is not null;
NOTE: The data set WORK.COV has 15 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
58 %sandwich_imput(i=2)
NOTE: There were 15 observations read from the data set MVP.HESSIAN_IMPUT.
WHERE _imputation_=2;
NOTE: The data set WORK.HESSIAN has 15 observations and 15 variables.
3 The SAS System 09:59 Monday, April 22, 2024
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.01 seconds
NOTE: There were 1338 observations read from the data set MVP.GRAD_IMPUT.
WHERE _imputation_=2;
NOTE: The data set WORK.GRADIENT has 1338 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: IML Ready
NOTE: Exiting IML.
NOTE: The data set WORK.SIGMA has 15 observations and 15 variables.
NOTE: PROCEDURE IML used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 15 observations read from the data set WORK.SIGMA.
NOTE: There were 15 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV has 30 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.02 seconds
cpu time 0.00 seconds
NOTE: There were 30 observations read from the data set WORK.COV.
WHERE col1 is not null;
NOTE: The data set WORK.COV has 30 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
59 %sandwich_imput(i=3)
NOTE: There were 15 observations read from the data set MVP.HESSIAN_IMPUT.
WHERE _imputation_=3;
NOTE: The data set WORK.HESSIAN has 15 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: There were 1338 observations read from the data set MVP.GRAD_IMPUT.
WHERE _imputation_=3;
NOTE: The data set WORK.GRADIENT has 1338 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
4 The SAS System 09:59 Monday, April 22, 2024
NOTE: IML Ready
NOTE: Exiting IML.
NOTE: The data set WORK.SIGMA has 15 observations and 15 variables.
NOTE: PROCEDURE IML used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 15 observations read from the data set WORK.SIGMA.
NOTE: There were 30 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV has 45 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: There were 45 observations read from the data set WORK.COV.
WHERE col1 is not null;
NOTE: The data set WORK.COV has 45 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
60 %sandwich_imput(i=4)
NOTE: There were 15 observations read from the data set MVP.HESSIAN_IMPUT.
WHERE _imputation_=4;
NOTE: The data set WORK.HESSIAN has 15 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: There were 1338 observations read from the data set MVP.GRAD_IMPUT.
WHERE _imputation_=4;
NOTE: The data set WORK.GRADIENT has 1338 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: IML Ready
NOTE: Exiting IML.
NOTE: The data set WORK.SIGMA has 15 observations and 15 variables.
NOTE: PROCEDURE IML used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 15 observations read from the data set WORK.SIGMA.
NOTE: There were 45 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV has 60 observations and 15 variables.
5 The SAS System 09:59 Monday, April 22, 2024
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: There were 60 observations read from the data set WORK.COV.
WHERE col1 is not null;
NOTE: The data set WORK.COV has 60 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
61 %sandwich_imput(i=5)
NOTE: There were 15 observations read from the data set MVP.HESSIAN_IMPUT.
WHERE _imputation_=5;
NOTE: The data set WORK.HESSIAN has 15 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: There were 1338 observations read from the data set MVP.GRAD_IMPUT.
WHERE _imputation_=5;
NOTE: The data set WORK.GRADIENT has 1338 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.01 seconds
NOTE: IML Ready
NOTE: Exiting IML.
NOTE: The data set WORK.SIGMA has 15 observations and 15 variables.
NOTE: PROCEDURE IML used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 15 observations read from the data set WORK.SIGMA.
NOTE: There were 60 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV has 75 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 75 observations read from the data set WORK.COV.
WHERE col1 is not null;
NOTE: The data set WORK.COV has 75 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
6 The SAS System 09:59 Monday, April 22, 2024
62 %sandwich_imput(i=6)
NOTE: There were 15 observations read from the data set MVP.HESSIAN_IMPUT.
WHERE _imputation_=6;
NOTE: The data set WORK.HESSIAN has 15 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: There were 1338 observations read from the data set MVP.GRAD_IMPUT.
WHERE _imputation_=6;
NOTE: The data set WORK.GRADIENT has 1338 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: IML Ready
NOTE: Exiting IML.
NOTE: The data set WORK.SIGMA has 15 observations and 15 variables.
NOTE: PROCEDURE IML used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 15 observations read from the data set WORK.SIGMA.
NOTE: There were 75 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV has 90 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: There were 90 observations read from the data set WORK.COV.
WHERE col1 is not null;
NOTE: The data set WORK.COV has 90 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
63 %sandwich_imput(i=7)
NOTE: There were 15 observations read from the data set MVP.HESSIAN_IMPUT.
WHERE _imputation_=7;
NOTE: The data set WORK.HESSIAN has 15 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.01 seconds
NOTE: There were 1338 observations read from the data set MVP.GRAD_IMPUT.
7 The SAS System 09:59 Monday, April 22, 2024
WHERE _imputation_=7;
NOTE: The data set WORK.GRADIENT has 1338 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: IML Ready
NOTE: Exiting IML.
NOTE: The data set WORK.SIGMA has 15 observations and 15 variables.
NOTE: PROCEDURE IML used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 15 observations read from the data set WORK.SIGMA.
NOTE: There were 90 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV has 105 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 105 observations read from the data set WORK.COV.
WHERE col1 is not null;
NOTE: The data set WORK.COV has 105 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
64 %sandwich_imput(i=8)
NOTE: There were 15 observations read from the data set MVP.HESSIAN_IMPUT.
WHERE _imputation_=8;
NOTE: The data set WORK.HESSIAN has 15 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.01 seconds
NOTE: There were 1338 observations read from the data set MVP.GRAD_IMPUT.
WHERE _imputation_=8;
NOTE: The data set WORK.GRADIENT has 1338 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: IML Ready
NOTE: Exiting IML.
NOTE: The data set WORK.SIGMA has 15 observations and 15 variables.
NOTE: PROCEDURE IML used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
8 The SAS System 09:59 Monday, April 22, 2024
NOTE: There were 15 observations read from the data set WORK.SIGMA.
NOTE: There were 105 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV has 120 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 120 observations read from the data set WORK.COV.
WHERE col1 is not null;
NOTE: The data set WORK.COV has 120 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
65 %sandwich_imput(i=9)
NOTE: There were 15 observations read from the data set MVP.HESSIAN_IMPUT.
WHERE _imputation_=9;
NOTE: The data set WORK.HESSIAN has 15 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: There were 1338 observations read from the data set MVP.GRAD_IMPUT.
WHERE _imputation_=9;
NOTE: The data set WORK.GRADIENT has 1338 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: IML Ready
NOTE: Exiting IML.
NOTE: The data set WORK.SIGMA has 15 observations and 15 variables.
NOTE: PROCEDURE IML used (Total process time):
real time 0.02 seconds
cpu time 0.03 seconds
NOTE: There were 15 observations read from the data set WORK.SIGMA.
NOTE: There were 120 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV has 135 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 135 observations read from the data set WORK.COV.
9 The SAS System 09:59 Monday, April 22, 2024
WHERE col1 is not null;
NOTE: The data set WORK.COV has 135 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
66 %sandwich_imput(i=10)
NOTE: There were 15 observations read from the data set MVP.HESSIAN_IMPUT.
WHERE _imputation_=10;
NOTE: The data set WORK.HESSIAN has 15 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: There were 1338 observations read from the data set MVP.GRAD_IMPUT.
WHERE _imputation_=10;
NOTE: The data set WORK.GRADIENT has 1338 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
NOTE: IML Ready
NOTE: Exiting IML.
NOTE: The data set WORK.SIGMA has 15 observations and 15 variables.
NOTE: PROCEDURE IML used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 15 observations read from the data set WORK.SIGMA.
NOTE: There were 135 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV has 150 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
NOTE: There were 150 observations read from the data set WORK.COV.
WHERE col1 is not null;
NOTE: The data set WORK.COV has 150 observations and 15 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
67
68 data cov_imput;
69 merge nlcovb(keep=_imputation_ row parameter) cov;
70 run;
NOTE: There were 150 observations read from the data set WORK.NLCOVB.
10 The SAS System 09:59 Monday, April 22, 2024
NOTE: There were 150 observations read from the data set WORK.COV.
NOTE: The data set WORK.COV_IMPUT has 150 observations and 18 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
71 data cov_imput;
72 set cov_imput;
73 rename
74 COL1=int1
75 col2=beta_ns1
76 col3=beta_cm1
77 col4=beta_b1
78 col5=int2
79 col6=beta_ns2
80 col7=beta_cm2
81 col8=beta_b2
82 col9=int3
83 col10=beta_ns3
84 col11=beta_cm3
85 col12=beta_b3
86 col13=r12
87 col14=r23
88 col15=r13;
89 run;
NOTE: There were 150 observations read from the data set WORK.COV_IMPUT.
NOTE: The data set WORK.COV_IMPUT has 150 observations and 18 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
90
91 proc mianalyze parms=mvp.parms_imput covb=cov_imput wcov bcov tcov;
92 modeleffects
93 int1
94 beta_ns1
95 beta_cm1
96 beta_b1
97 int2
98 beta_ns2
99 beta_cm2
100 beta_b2
101 int3
102 beta_ns3
103 beta_cm3
104 beta_b3
105 r12
106 r13
107 r23;
108 ods output ParameterEstimates=mvp.result_imput;
109 run;
ERROR: Within-imputation COVB matrix is not symmetric for _Imputation_= 1 in the input COVB= data set.
NOTE: The SAS System stopped processing this step because of errors.
NOTE: PROCEDURE MIANALYZE used (Total process time):
11 The SAS System 09:59 Monday, April 22, 2024
real time 0.00 seconds
cpu time 0.00 seconds
WARNING: Output 'ParameterEstimates' was not created. Make sure that the output object name, label, or path is spelled correctly.
Also, verify that the appropriate procedure options are used to produce the requested output object. For example, verify
that the NOPRINT option is not used.
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