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FixSeqMTP  

Fixed Sequence Multiple Testing Procedures
View on CRAN: Click here


Download and install FixSeqMTP package within the R console
Install from CRAN:
install.packages("FixSeqMTP")

Install from Github:
library("remotes")
install_github("cran/FixSeqMTP")

Install by package version:
library("remotes")
install_version("FixSeqMTP", "0.1.2")



Attach the package and use:
library("FixSeqMTP")
Maintained by
Yalin Zhu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-12-01
Latest Update: 2017-01-05
Description:
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.
How to cite:
Yalin Zhu (2016). FixSeqMTP: Fixed Sequence Multiple Testing Procedures. R package version 0.1.2, https://cran.r-project.org/web/packages/FixSeqMTP. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2016-12-01 19:44), 0.1.1 (2016-12-09 08:58)
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