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Dear friends I have a data-frame looking like this

PID Record Date category    Drug1   Drug2   Drug3   Drug4   Drug5   Drug6
123 05-06-1998  Diabetes       1       0       0       1       0    0
134 08-08-1933  Diabetes       0       1       0       1       0    1
145 05-09-2000  Diabetes       1       1       1       1       0    0
147 08-09-1990  Diabetes       1       1       1       0       1    1

I am trying to find which drugs are highly related to diabetes category. i tried fisher exact test but doesn't suit for the study as it contains one event category. Through literature mining i come to know that beta binomial perfectly suits for the study. hence i cant understand how to implement beta binomial distribution for the above set and cant find the statistical significance. kindly help me out.

Thanks in advance

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