Macro returning a value

Question

I created the following macro. Proc power returns table pw_cout containing column Power. The data _null_ step assigns the val

Answer 1

You can't do what you're trying to do this way. Macros in SAS are a little different than in a typical programming language: they aren't subroutines that you can call, but rather just code that generate other SAS code that gets executed. Since you can't run proc power inside of a data step, you can't run this macro from a data step either. (Just imagine copying all the code inside the macro into the data step -- it wouldn't work. That's what a macro in SAS does.)

One way to do what you want would be to read each observation from tmp one at a time, and then run proc power. I would do something like this:

/* First count the observations */
data _null_;
  call symputx('nobs',obs);
  stop;
  set tmp nobs=obs;
run;

/* Now read them one at a time in a macro and call proc power */
%macro power;
  %do j=1 %to &nobs;
    data _null_;
       nrec = &j;
       set tmp point=nrec;
       call symputx('meanA',meanA);
       call symputx('stdA',stdA);
       call symputx('nA',nA);
       call symputx('meanB',meanB);
       call symputx('stdB',stdB);
       call symputx('nB',nB);
       stop;
    run;

   proc power; 
     twosamplemeans test=diff_satt 
     groupmeans = &meanA | &meanB 
     groupstddevs = &stdA | &stdB
     groupns = (&nA &nB)
     power = .;    
    ods output Output=pw_out;
  run;

  proc append base=pw_out_all data=pw_out; run;
 %end;
%mend;

%power;

By using proc append you can store the results of each round of output.

I haven't checked this code so it might have a bug, but this approach will work.

Answer 2

@itzy is correct in pointing out why your approach won't work. But there is a solution maintaing the spirit of your approach: you need to create a power-calculation function uisng PROC FCMP. In fact, AFAIK, to call a procedure from within a function in PROC FCMP, you need to wrap the call in a macro, so you are almost there.

Here is your macro - slightly modified (mostly to fix the symput statement):

%macro ttest_power;

  proc power; 
     twosamplemeans test=diff_satt 
     groupmeans = &meanA | &meanB 
     groupstddevs = &stdA | &stdB
     groupns = (&nA &nB)
     power = .;    
     ods output Output=pw_out;
  run;

  data _null_;
      set pw_out;
      call symput('tpw', power);
  run;

%mend ttest_power;

Now we create a function that will call it:

proc fcmp outlib=work.funcs.test;

  function ttest_power_fun(meanA, stdA, nA, meanB, stdB, nB);
    rc = run_macro('ttest_power', meanA, stdA, nA, meanB, stdB, nB, tpw);
    if rc = 0 then return(tpw);
    else return(.);
   endsub;

run; 

And finally, we can try using this function in a data step:

options cmplib=work.funcs;

data test;
   input a s1 n1 a2 s2 n2;
   pw_tmp=ttest_power_fun(a, s1, n1, a2, s2, n2);
 cards;
0 1 10 0 1 10
0 1 10 1 1 10
;
run;

proc print data=test;

Answer 3

You can invoke a macro which calls procedures, etc. (like the example) from within a datastep using call execute(), but it can get a bit messy and difficult to debug.