Fixed Sequence Multiple Testing Procedures
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.
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")