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st: aggregation of Fisher's exact test p-values
From
Meredith Anderson <[email protected]>
To
[email protected]
Subject
st: aggregation of Fisher's exact test p-values
Date
Fri, 13 Jul 2012 15:12:47 -0700
I have a dataset containing two independent pools that each consist of
a different number of males and females. The outcome of interest is
promotion status by gender, and each pool has a different proportion
of males and females that were promoted. The number of promotions in
each of these pools is small. To test whether there is a significant
difference in the promotion rates by gender, I performed a fisher's
exact test on each pool:
-tab gender promoted if pool==1, exact-
| promoted
gender | 0 1 | Total
-----------+----------------------+----------
0 | 25 3 | 28
1 | 63 1 | 64
-----------+----------------------+----------
Total | 88 4 | 92
Fisher's exact = 0.082
1-sided Fisher's exact = 0.082
-tab gender promoted if pool==2, exact-
| promoted
gender | 0 1 | Total
-----------+----------------------+----------
0 | 33 2 | 35
1 | 77 3 | 80
-----------+----------------------+----------
Total | 110 5 | 115
Fisher's exact = 0.639
1-sided Fisher's exact = 0.483
I would like to be able to generate an aggregated p-value that weights
each pool separately by the number of promotions (instead of simply
tabulating gender and promoted without a pool restriction). Is there a
way to do this in Stata? I would like to be able to do this using at
least 100 pools. Thanks,
Meredith Anderson
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