Dear,
I need to add more records to data set by id,trt,visit if there are any missing records. Please suggest.
I need to add the records in red. For each, id,trt,visit i ineed to have four records with extptnum 1 to 4
output needed
1 p CYCLE1 1
1 p CYCLE1 2
1 p CYCLE1 3
1 p CYCLE1 4
1 p CYCLE2 1
1 p CYCLE2 2
1 p CYCLE2 3
1 p CYCLE2 4
1 p CYCLE3 1
1 p CYCLE3 2
1 p CYCLE3 3
1 p CYCLE3 4
1 p CYCLE4 1
1 p CYCLE4 2
1 p CYCLE4 3
1 p CYCLE4 4
data have;
input id trt $ visit $ extptnum;
datalines;
1 p CYCLE1 1
1 p CYCLE1 2
1 p CYCLE1 3
1 p CYCLE2 2
1 p CYCLE2 3
1 p CYCLE2 4
1 p CYCLE3 1
1 p CYCLE3 3
1 p CYCLE3 4
1 p CYCLE4 1
1 p CYCLE4 2
1 p CYCLE4 3
1 p CYCLE4 4
;
Try next not tested code:
proc sql noprint;
create table tmp1 as
select distinct id, trt, visit
from have;
quit;
data tmp2;
set tmp1;
do extptnum=1 to 4; output; end;
run;
data want;
merge have tmp2;
by id trt visit;
run;
Use a cross join to generate all needed combinations :
data have;
input id trt $ visit $ extptnum other $;
datalines;
1 p CYCLE1 1 a
1 p CYCLE1 2 b
1 p CYCLE1 3 c
1 p CYCLE2 2 d
1 p CYCLE2 3 e
1 p CYCLE2 4 f
1 p CYCLE3 1 g
1 p CYCLE3 3 h
1 p CYCLE3 4 i
1 p CYCLE4 1 j
1 p CYCLE4 2 k
1 p CYCLE4 3 l
1 p CYCLE4 4 m
;
proc sql;
select
a.*,
b.*,
c.other
from
(select unique id, trt, visit from have) as a cross join
(select unique extptnum from have) as b left join
have as c on a.id=c.id and a.trt=c.trt and a.visit=c.visit and b.extptnum=c.extptnum;
quit;
id trt visit extptnum other 1 p CYCLE1 1 a 1 p CYCLE1 2 b 1 p CYCLE1 3 c 1 p CYCLE1 4 1 p CYCLE2 1 1 p CYCLE2 2 d 1 p CYCLE2 3 e 1 p CYCLE2 4 f 1 p CYCLE3 1 g 1 p CYCLE3 2 1 p CYCLE3 3 h 1 p CYCLE3 4 i 1 p CYCLE4 1 j 1 p CYCLE4 2 k 1 p CYCLE4 3 l 1 p CYCLE4 4 m
Here is a datastep solution:
data want;
set have;
by id trt visit;
if first.visit then
_extptnum=1;
do extptnum=_extptnum to extptnum;
output;
end;
_extptnum=extptnum; /* extptnum is now original value +1 */
if last.visit;
do extptnum=extptnum to 4;
output;
end;
drop _extptnum;
retain _extptnum;
run;
Note that this solution, unlike the one by @PGStats, also assigns values to other variables:
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