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FixSeqMTP
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]
[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.
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Other R packages that FixSeqMTP depends,
imports, suggests or enhances
Complete documentation for FixSeqMTP
Functions, R codes and Examples using
the FixSeqMTP R package
Some associated functions: FSFDR.arbidept.cv . FSFDR.arbidept.p.adjust . FSFDR.indept.cv . FSFDR.indept.p.adjust . FSFWER.arbidept.cv . FSFWER.arbidept.p.adjust . FSmdFWER.arbidept.cv . FSmdFWER.arbidept.p.adjust . FSmdFWER.indept.cv . FSmdFWER.indept.p.adjust . FixSeqMTP . bisection.FDR . bisection.FWER . optim.accept.adjp . optim.arbidept.adjp . optim.both.adjp . optim.indept.adjp . optim.reject.adjp .
Some associated R codes: FSFDR.R . FSFWER.R . FSmdFWER.R . FixSeqMTP.R . Full FixSeqMTP package functions and examples
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