I'm preparing my data to run proc MDC but kept receiving the error: "ERROR: The NCHOICE= option is not allowed when the number of choices for each individual (ID) is not the same." I don't really get what it means. Could you help me figure out what's wrong?
The original dataset (final1) is a panel transaction data that has the columns: customerid, week, brand, p1 p2 p3 p4 d1 d2 d3 d4 f1 f2 f3 f4.
(P1-P4 are average price of brand 1-4 in that week, respectively. D1-4 are dummy variables showing whether that brand is displayed in store, f1-4 are dummy variables that show whether brand 1-4 are featured in the store ads)
I used this code to prepare the data and the outcome is in the attached file:
data mergemnl(keep=pid decision mode c1 c2 c3 p d f);
set final1;
array pvec{4} p1 p2 p3 p4;
array dvec{4} d1 d2 d3 d4;
array fvec{4} f1 f2 f3 f4;
array s1{4}(1 0 0 0);
array s2{4}(0 1 0 0);
array s3{4}(0 0 1 0);
retain pid 0;
pid + 1;
do i = 1 to 4;
mode = i;
p = pvec{i};
d = dvec{i};
f = fvec{i};
c1 = s1{i};
c2 = s2{i};
c3 = s3{i};
decision = ( brandnum = i );
output;
end;
run;
This is the code I used to run mdc:
proc mdc data=mergemnl;
model decision =c1 c2 c3 p d f /
type=clogit
nchoice = 4
optmethod=qn
covest=hess;
id pid;
run;
