Multiple Hypotheses Testing for Multiple Families/Groups Structure
Adjusted P-Values for Benjamini & Bogomolov (2014) BH-q BH-Rq/m Proced...
Adjusted Conditional P-values for Two-stage cFDR Controlling Procedure...
Adjusted P-Values for the Double FDR Procedure
Adjusted P-Values for the Modified Double FDR Procedure
Adjusted P-values for the Group BH Procedure
Critical Value for the generalized Bonferroni Procedure Controlling k-...
Adjusted P-Values for the Generalized Bonferroni Procedure Controlling...
Critical Value for the generalized Sidak Procedure Controlling k-FWER
Adjusted P-Values for the Generalized Sidak Procedure Controlling k-FW...
Selecting Threshold for cFDR Controlling Procedures
A Comprehensive tool for almost all existing multiple testing methods for multiple families. The package summarizes the existing methods for multiple families multiple testing procedures (MTPs) such as double FDR, group Benjamini-Hochberg (GBH) procedure and average FDR controlling procedure. The package also provides some novel multiple testing procedures using selective inference idea.