I am working on the sample size calculation. There are many outcomes and many independent variables needed to be tested. The type I error rate will be increased due to many hypothesis testings. For sample size calculation, is it needed to consider the inflated type I error?
Moreover, can a larger sample size copes with the inflated type I error?
thank you