allenzhuaz/FixSeqMTP: Fixed Sequence Multiple Testing Procedures
Version 0.1.2

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.

Getting started

Package details

AuthorYalin Zhu, Wenge Guo
MaintainerYalin Zhu <[email protected]>
LicenseGPL (>= 2)
Version0.1.2
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("allenzhuaz/FixSeqMTP")
allenzhuaz/FixSeqMTP documentation built on June 3, 2017, 4:59 p.m.