Fixed Sequence Multiple Testing Procedures

Several generalized / directional Fixed Sequence Multiple Testing Procedures (FSMTPs) are developed for testing a sequence of pre-ordered 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 p-values and critical values, respectively. For users' convenience, the functions also provide the output option for printing decision rules.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("FixSeqMTP")

0.1.2 by Yalin Zhu, 4 years ago


Report a bug at https://github.com/allenzhuaz/FixSeqMTP/issues


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


Authors: Yalin Zhu , Wenge Guo


Documentation:   PDF Manual  


GPL (>= 2) license


Suggests multxpert, multcomp, MHTdiscrete


Suggested by MHTmult.


See at CRAN