'SAS: assign a value to a variable based on characteristics of other variables
I'd like to assign to an empty field a value based on many values of other entries. Here my dataset:
input ID date $10. type typea $10. ;
datalines;
1 10/11/2006 1 a
2 10/12/2006 2 a
2 . 2 b
3 20/01/2007 5 p
4 . 1 r
5 11/09/2008 1 ca
5 . 1 cb
5 . 2 b
;
run;
My goal is the following: for all empty entries of the variable "date", assign to it the same date of the record which has the same ID, the same type, but a different typea. If there aren't other records with the criteria described, leave the date field empty. So the output should be:
data temp;
input ID date $10. type typea $10.;
datalines;
1 10/11/2006 1 a
2 10/12/2006 2 a
2 10/12/2006 2 b
3 20/01/2007 5 p
4 . 1 r
5 11/09/2008 1 ca
5 11/09/2008 1 cb
5 . 2 b
;
run;
I tried with something like that based on another answer on SO (SAS: get the first value where a condition is verified by group), but it doesn't work:
by ID type typea ;
run;
data temp;
set temp;
by ID type typea ;
if cat(first.ID, first.type, first.typea) then date_store=date;
if cat(ID eq ID and type ne type and typea eq typea) then do;
date_change_type1to2=date_store;
end;
run;
Do you have any hints? Thanks a lot!
Solution 1:[1]
You could use UPDATE statement to help you carry-forward the DATE values for a group.
data have;
input ID type typea :$10. date :yymmdd. ;
format date yymmdd10.;
datalines;
1 1 a 2006-11-10
2 2 a 2006-12-10
2 2 b .
3 5 p 2007-01-20
4 1 r .
5 1 ca 2008-09-11
5 1 cb .
5 2 b .
;
data want;
update have(obs=0) have;
by id type ;
output;
run;
If there are also missing values of TYPEA then those will also be carried forward. If you don't want that to happen you could re-read just those variables after the update.
data want;
update have(obs=0) have;
by id type ;
set have(keep=typea);
output;
run;
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
Solution | Source |
---|---|
Solution 1 | Tom |