topic iteration of the first value in a group of observations in SAS Programming

iteration of the first value in a group of observations

Sinakian1 — Tue, 13 Feb 2018 03:56:08 GMT

Hi and thank you so much for helping me with my previous question. I would really appreciate if you could please help me with this one too.

I have a data set with multiple observations for each ID. I want to keep the baseline value for education variable. How can I iterate the first value for the variable "education" in all the observations for each caseid (by caseid). Hereunder, I have included what_I_Have and What_I_Want datalines.

data what_I_Have;
input id visit education;
datalines;
1000 1 1
1000 2 1
1000 3 2
1000 4 1
1001 1 .
1001 2 1
1001 3 2
1002 1 2
1002 2 1
1003 1 1
1003 2 2
1003 3 2
1003 4 2
1004 1 .
1004 2 1
1004 3 1
;
run;

data what_I_Have;
input id visit education;
datalines;
1000 1 1
1000 2 1
1000 3 1
1000 4 1
1001 1 .
1001 2 .
1001 3 .
1002 1 2
1002 2 2
1003 1 1
1003 2 1
1003 3 1
1003 4 1
1004 1 .
1004 2 .
1004 3 .
;
run;

Thank you so much for your help.

Re: iteration of the first value in a group of observations

Reeza — Tue, 13 Feb 2018 04:19:37 GMT

You need:

BY, This assumes your data is sorted by ID
RETAIN to hold the value across rows
FIRST to identify the first record. In your case you could also use VISIT=1

data want;
set have;

by id;

RETAIN education_baseline;

if first.id then education_baseline=education;

run;

Re: iteration of the first value in a group of observations

Satish_Parida — Tue, 13 Feb 2018 08:13:39 GMT

data what_I_Have;
input id visit education;
datalines;
1000 1 1
1000 2 1
1000 3 2
1000 4 1
1001 1 .
1001 2 1
1001 3 2
1002 1 2
1002 2 1
1003 1 1
1003 2 2
1003 3 2
1003 4 2
1004 1 .
1004 2 1
1004 3 1
;
run;

proc sort data=what_I_Have; 
by id visit;
run;

data what_I_Want(rename=(education1=education));
set what_I_Have;
by id visit;
retain education1;
if first.id then education1=education;
drop education;
run;

Please Let us know if it worked for you.