Package: GFisher 0.2.0

GFisher: Generalized Fisher's Combination Tests Under Dependence

Accurate and computationally efficient p-value calculation methods for a general family of Fisher type statistics (GFisher). The GFisher covers Fisher's combination, Good's statistic, Lancaster's statistic, weighted Z-score combination, etc. It allows a flexible weighting scheme, as well as an omnibus procedure that automatically adapts proper weights and degrees of freedom to a given data. The new p-value calculation methods are based on novel ideas of moment-ratio matching and joint-distribution approximation. The technical details can be found in Hong Zhang and Zheyang Wu (2020) <arxiv:2003.01286>.

Authors:Hong Zhang and Zheyang Wu

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Exports:p.GFisherp.oGFisherstat.GFisher

Dependencies:latticeMatrixmvtnorm