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 (2022) .


Reference manual

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install.packages("GFisher")

0.2.1 by Zheyang Wu, 2 months ago


https://github.com/ZWuLab/GFisher


Report a bug at https://github.com/ZWuLab/GFisher/issues


Browse source code at https://github.com/cran/GFisher


Authors: Hong Zhang [aut] , Zheyang Wu [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports stats, methods, Matrix, mvtnorm


See at CRAN