FixSeqMTP

Fixed Sequence Multiple Testing Procedures

Overview

This package implements several FWER, FDR and Directional Error (mdFWER) controlling procedures for fixed sequence hypotheses.

The methodology is described in the following papers:

Lynch, G., Guo, W., Sarkar, S. K., & Finner, H. (2017). The control of the false discovery rate in fixed sequence multiple testing. Electronic Journal of Statistics, 11(2), 4649-4673.

Qiu, Z., Guo, W., & Lynch, G. (2015). On generalized fixed sequence procedures for controlling the FWER. Statistics in medicine, 34(30), 3968-3983.

Grandhi, A., Guo, W., & Romano, J. P. (2019). CONTROL OF DIRECTIONAL ERRORS IN FIXED SEQUENCE MULTIPLE TESTING. Statistica Sinica, 29, 1047-1064.

Installation

Open R console, install the pacakge directly from CRAN:

install.packages("FixSeqMTP")
library(FixSeqMTP)

Or install the development version from GitHub, first make sure to install the devtools package:

# install.packages("devtools")
# devtools::install_github("allenzhuaz/FixSeqMTP")
install.packages("FixSeqMTP", repos = c('https://allenzhuaz.r-universe.dev', 'https://cloud.r-project.org'))