PLease help correct this, I wish to do it by replicates.
This is the code. The data set and error message is below.
CODE
proc iml;
use Complete_1;
read all var _all_ into DM;
close;
frequency =DM[,7]; y =DM[,6]; obs=DM[,10]; Censored= DM[,4]; time = DM[,3]; x =DM[,2];replicate=DM[,1];
use GIB_&p;
read all var _all_ into Col;
timeS=time;
locC=loc(censored=1); matrix=J(1,7,2.10);
do im = 1 to 1;
u = unique(Replicate);
byIdx = loc(replicate=u[im]); /* the UNIQUE-LOC trick */
byGroup = DM[byIdx,];
frequency =byGroup[,7]; y =byGroupDM[,6]; obs=byGroup[,5]; Censored= byGroup[,4]; time = byGroup[,3]; x =byGroup[,2];replicate=byGroup[,1];
do j= 1 to frequency[1];
seed=-1;
A=RANUNI(-1);
i=max(loc(Col[,j]-A>0));
if i<nrow(time) then /** do nothing if the last is censored, that is censored=1*****/
do;
timeS[locC] = time+ (time[i+1]-time)*((Col[i,j]-A)/(Col[i,j]+col[i+1,j]));
end;
end;
sim=repeat(im,nrow(time),1);
temp=obs||censored||time||Y||timeS||X||Sim||replicate;
Matrix=matrix//temp;
end; matrix=matrix[2:nrow(matrix),];
create impute_t_&p var{obs censored time Y timeS X replicate};
append from matrix;
quit;
ods trace on/listing;
proc sort data=impute_t_&p;
by replicate;
run;
variables:
col1=DM[,8]
frequency =DM[,7]; y =DM[,6]; obs=DM[,10]; Censored= DM[,4]; time = DM[,3]; x =DM[,2];replicate=DM[,1]
1 | 1 | 0 | - 0.005959
| 1 | 0 | - 2.19394
| 3 | - 8.00000
|
2 | 1 | 0 | - 0.005959
| 1 | 0 | - 2.19394
| 3 | - 7.11111
|
3 | 1 | 0 | - 0.005959
| 1 | 0 | - 2.19394
| 3 | - 6.22222
|
4 | 1 | 0 | - 0.006302
| 0 | 1 | - 2.10653
| 3 | - 5.33333
|
5 | 1 | 0 | - 0.001931
| 0 | 1 | - 2.10633
| 3 | - 4.44444
|
6 | 1 | 0 | - 0.001931
| 0 | 1 | - 2.10633
| 3 | - 3.55556
|
7 | 1 | 0 | - 0.000076
| 0 | 1 | - 2.09604
| 3 | - 2.22222
|
8 | 1 | 0 | - 0.011368
| 0 | 1 | - 2.11672
| 3 | - 1.55556
|
9 | 1 | 0 | - 0.001074
| 0 | 1 | - 2.10064
| 3 | - 0.88889
|
10 | 1 | 0 | - 0.001074
| 0 | 1 | - 2.10064
| 3 | - 0.00000
|
11 | 2 | 0 | - 0.005959
| 1 | 0 | - 2.19394
| 3 | - 8.00000
|
12 | 2 | 0 | - 0.013170
| 0 | 1 | - 2.13512
| 3 | - 7.00000
|
13 | 2 | 0 | - 0.006302
| 0 | 1 | - 2.10653
| 3 | - 6.50000
|
14 | 2 | 0 | - 0.006302
| 0 | 1 | - 2.10653
| 3 | - 6.00000
|
15 | 2 | 0 | - 0.006302
| 0 | 1 | - 2.10653
| 3 | - 5.00000
|
16 | 2 | 0 | - 0.001931
| 0 | 1 | - 2.10633
| 3 | - 4.00000
|
17 | 2 | 0 | - 0.001931
| 0 | 1 | - 2.10633
| 3 | - 2.50000
|
18 | 2 | 0 | - 0.000076
| 0 | 1 | - 2.09604
| 3 | - 1.75000
|
19 | 2 | 0 | - 0.005171
| 1 | 0 | - 2.14700
| 3 | - 1.00000
|
20 | 2 | 0 | - 0.004562
| 1 | 0 | - 2.12766
| 3 | - 0.00000
|
This code gives me error
NOTE: IML Ready
NOTE: Closing WORK.COMPLETE_1
ERROR: (execution) Matrices do not conform to the operation.
operation : || at line 1966 column 139
operands : obs, censored, time, Y, timeS, X, Sim, replicate
obs 10 rows 1 col (numeric)
1
1
1
1
1
1
1
0
1
1
censored 10 rows 1 col (numeric)
0
0
0
0
0
0
0
1
0
0
time 10 rows 1 col (numeric)
0.0119728
0.0119728
0.0119728
0.0000702
0.0071248
0.0071248
0.0017914
0.0079639
0.0066853
0.0066853
y 10 rows 1 col (numeric)
2.1234929
2.1234929
2.1234929
2.1003696
2.1255796
2.1255796
2.1055103
2.176416
2.1040166
2.1040166
timeS 20 rows 1 col (numeric)
X 10 rows 1 col (numeric)
0
0
0
0
0
0
1
0
0
0
sim 10 rows 1 col (numeric)
1
1
1
1
1
1
1
1
1
1
Replicate 10 rows 1 col (numeric)
1
1
1
1
1
1
1
1
1
1
