topic wanted to know the simplest way to compute clopper Pearson confidence interval!! in SAS Programming

wanted to know the simplest way to compute clopper Pearson confidence interval!!

SAS_taozi — Thu, 08 Feb 2024 00:42:31 GMT

I wanted to compute clopper Pearson confidence interval for the all the variables I have and wanted to know what's the simplest way. A sample variable I have can be

ID	test
1	Y
2	Y
3	N
4	.
5	.
6	N
7	N

so among the 7 subjects, 2 were missing, 3 had no test, 2 had tested. I want to model the probability of being tested in SAS

Re: wanted to know the simplest way to compute clopper Pearson confidence interval!!

mkeintz — Thu, 08 Feb 2024 03:51:57 GMT

It's an option in PROC FREQ. *See The FREQ Procedure and Example 47.4 Binomial Proportions

Here's a usage with your data:

data have;
  input ID  @3 test $1.;
datalines;
1 Y
2 Y
3 N
4  
5  
6 N
7 N
run;

proc freq data=have;
  tables test / binomial (clopperpearson) ;
run;