Several generalized / directional Fixed Sequence Multiple Testing Procedures (FSMTPs) are developed for testing a sequence of preordered hypotheses while controlling the FWER, FDR and Directional Error (mdFWER). All three FWER controlling generalized FSMTPs are designed under arbitrary dependence, which allow any number of acceptances. Two FDR controlling generalized FSMTPs are respectively designed under arbitrary dependence and independence, which allow more but a given number of acceptances. Two mdFWER controlling directional FSMTPs are respectively designed under arbitrary dependence and independence, which can also make directional decisions based on the signs of the test statistics. The main functions for each proposed generalized / directional FSMTPs are designed to calculate adjusted pvalues and critical values, respectively. For users' convenience, the functions also provide the output option for printing decision rules.
Package details 


Author  Yalin Zhu, Wenge Guo 
Maintainer  Yalin Zhu <[email protected]> 
License  GPL (>= 2) 
Version  0.1.2 
Package repository  View on GitHub 
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