topic Re: How do I compare equality of values within a variable by subject in SAS Programming

How do I compare equality of values within a variable by subject

gadnuk — Sat, 08 Sep 2018 17:18:14 GMT

Hello,

I'm trying to compare the equality of multiple variables in my dataset for each subject. Below is a sample of my data. I need to compare whether the variable PASS is equal for TEST a & b for each subject, then whether the variable LEVEL is equal for that subject for TEST a & b. Then I need to compare whether both variables pass the test for equality. If only one fails, then the variable MATCH (in my want dataset) is set to 'No'.

Dataset

data have;

input id test $ pass $ level $ ;

datalines;

1 a 'Yes' 'hard'

1 b 'Yes' 'hard'

2 a 'Yes' 'hard'

2 b 'Yes' 'medium'

3 a 'Yes' 'medium'

3 b 'No' 'medium'

4 a 'Yes' 'hard'

4 b 'Yes' 'hard'

5 a 'No' 'medium'

5 b 'Yes' 'medium'

;

run;

data want;

input id Match $;

datalines;

1 'Yes'

2 'No'

3 'No'

4 'Yes'

5 'No'

;

run;

I have managed to accomplish this with several proc transpose statements, but I think there must be a simpler / more elegant method to get to the same solution. As a relatively inexperienced programmer, I'd like to improve my code and it's hard to do without knowing how I could be writing code better. Here are the steps I used to get my 'want' dataset:

proc sort data=have;

by id;

run;

proc transpose data=have out=trans;

by id;

var pass hard;

run;

data equal;

set trans;

length match $3;

if col1=col2 then match = "Yes"; else match = "No";

drop col1 col2 _:;

run;

proc transpose data=equal out=trans2;

by id;

var match;

run;

data want;

set trans2;

length match $3;

if col1 = 'No' OR col2 = 'No' then match= 'No'; else match = 'Yes';

drop col1 col2 _:;

run;

Re: How do I compare equality of values within a variable by subject

mkeintz — Sat, 08 Sep 2018 17:49:40 GMT

The LAG function is your friend:

data have;
input id test $ pass $ level $ ;
datalines;
1 a 'Yes' 'hard'
1 b 'Yes' 'hard'
2 a 'Yes' 'hard'
2 b 'Yes' 'medium'
3 a 'Yes' 'medium'
3 b 'No' 'medium'
4 a 'Yes' 'hard'
4 b 'Yes' 'hard'
5 a 'No' 'medium'
5 b 'Yes' 'medium'
;
run;
data want;
  set have;
  by id;
  if pass=lag(pass) and level=lag(level) then match='YES';
  else match='NO';
  if last.id;
run;

The "by id" statement creates the automatic variables first.id and last.id, indicating whether the record-in-hand is the first or last record for a given id.
For every incoming record update the queue of "historic" pass values, same with level. The queue is only one member deep (lag2 would have two members). So the if test effectively compares current and preceding value, and assign MATCH based on the result.
The "if last.id" is a subsetting if, resulting in output only for the last record of each id. So as long as you have 2 records per id, you are not contaminating the result data set with comparison of the beginning of one id vs the end of the prior id.

Re: How do I compare equality of values within a variable by subject

novinosrin — Sat, 08 Sep 2018 18:07:58 GMT

data have;
input id test $ pass $ level $ ;
datalines;
1 a 'Yes' 'hard'
1 b 'Yes' 'hard'
2 a 'Yes' 'hard'
2 b 'Yes' 'medium'
3 a 'Yes' 'medium'
3 b 'No' 'medium'
4 a 'Yes' 'hard'
4 b 'Yes' 'hard'
5 a 'No' 'medium'
5 b 'Yes' 'medium'
;
run;

proc sql;
create table want as
select Id, case when count(distinct pass)>1 or count(distinct level)>1 then 'NO' else 'YES' end as Match
from have
group by id;
quit;

or the same with ifc

proc sql;
create table want as
select Id, ifc(count(distinct pass)>1 or count(distinct level)>1 ,'NO' ,'YES')  as Match
from have
group by id;
quit;

Re: How do I compare equality of values within a variable by subject

Ksharp — Sun, 09 Sep 2018 10:16:59 GMT

data have;
input id test $ pass $ level $ ;
datalines;
1 a 'Yes' 'hard'
1 b 'Yes' 'hard'
2 a 'Yes' 'hard'
2 b 'Yes' 'medium'
3 a 'Yes' 'medium'
3 b 'No' 'medium'
4 a 'Yes' 'hard'
4 b 'Yes' 'hard'
5 a 'No' 'medium'
5 b 'Yes' 'medium'
;
run;
proc sql;
create table want as
select id,case when count(distinct catx(' ',pass,level))=1 then 'Yes' else 'No ' end as flag
from have
group by id;
quit;