Description Details Weighting functions Examples

The pweight package provides functions to compute various p-value weighting schemes, as Spjotvoll, exponential and Bayes weights. These are methods for improving power in multiple testing via the use of prior informaton.

Several of these methods were proposed by the authors in the following papers: "Optimal Multiple Testing Under a Gaussian Prior on the Effect Sizes", by Dobriban, Fortney, Kim and Owen, http://arxiv.org/abs/1504.02935

`bayes_weights`

computes Bayes p-value weights

`spjotvoll_weights`

computes the Spjotvoll p-value weights

`exp_weights`

computes the exponential weights

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