FixSeqMTP: 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.

Install the latest version of this package by entering the following in R:
install.packages("FixSeqMTP")
AuthorYalin Zhu, Wenge Guo
Date of publication2017-01-05 10:39:11
MaintainerYalin Zhu <yalin.zhu@outlook.com>
LicenseGPL (>= 2)
Version0.1.2

View on CRAN

Functions

bisection.FDR Man page
bisection.FWER Man page
FixSeqMTP Man page
FixSeqMTP-package Man page
FSFDR.arbidept.cv Man page
FSFDR.arbidept.p.adjust Man page
FSFDR.indept.cv Man page
FSFDR.indept.p.adjust Man page
FSFWER.arbidept.cv Man page
FSFWER.arbidept.p.adjust Man page
FSmdFWER.arbidept.cv Man page
FSmdFWER.arbidept.p.adjust Man page
FSmdFWER.indept.cv Man page
FSmdFWER.indept.p.adjust Man page
optim.accept.adjp Man page
optim.arbidept.adjp Man page
optim.both.adjp Man page
optim.indept.adjp Man page
optim.reject.adjp Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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