https://github.com/allenzhuaz/fixseqmtp
Fixed Sequence Multiple Testing Procedures
https://github.com/allenzhuaz/fixseqmtp
multiple-testing pre-order sequential-testing
Last synced: 10 months ago
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Fixed Sequence Multiple Testing Procedures
- Host: GitHub
- URL: https://github.com/allenzhuaz/fixseqmtp
- Owner: allenzhuaz
- License: gpl-3.0
- Created: 2016-11-30T01:10:33.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2019-08-06T19:11:39.000Z (over 6 years ago)
- Last Synced: 2025-04-14T00:32:52.602Z (11 months ago)
- Topics: multiple-testing, pre-order, sequential-testing
- Language: R
- Homepage:
- Size: 410 KB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# FixSeqMTP
## *Fix*ed *Seq*uence *M*ultiple *T*esting *P*rocedures
[](https://cran.r-project.org/package=FixSeqMTP) [](https://cran.r-project.org/package=FixSeqMTP) [](https://www.tidyverse.org/lifecycle/#stable)
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.](https://projecteuclid.org/euclid.ejs/1510974129)
[Qiu, Z., Guo, W., & Lynch, G. (2015). On generalized fixed sequence procedures for controlling the FWER. Statistics in medicine, 34(30), 3968-3983.](https://onlinelibrary.wiley.com/doi/full/10.1002/sim.6603)
[Grandhi, A., Guo, W., & Romano, J. P. (2019). CONTROL OF DIRECTIONAL ERRORS IN FIXED SEQUENCE MULTIPLE TESTING. Statistica Sinica, 29, 1047-1064.](https://arxiv.org/abs/1602.02345)
Installation
------------
Open R console, install the pacakge directly from [CRAN](https://cran.r-project.org/web/packages/FixSeqMTP/index.html):
```r
install.packages("FixSeqMTP")
library(FixSeqMTP)
```
Or install the development version from GitHub, first make sure to install the `devtools` package:
```r
# install.packages("devtools")
devtools::install_github("allenzhuaz/FixSeqMTP")
```