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Re:The multiple comparisons problem by ayy88 on Wednesday January 07, 2015 @12:47PM (#8851924)
Another neat approach to dealing with multiple comparisons is Bayesian hierarchical models. Instead of correcting significance thresholds after the fact, all comparisons are represented as parameters in the model from the start. You would still need to 'preregister' segments as you suggest. See Gelman's paper, http://www.stat.columbia.edu/~gelman/research/unpublished/mu...

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