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FarmTest
View on CRAN: Click
here
Download and install FarmTest package within the R console
Install from CRAN:
install.packages("FarmTest")
Install from Github:
library("remotes")
install_github("cran/FarmTest")
Install by package version:
library("remotes")
install_version("FarmTest", "2.2.0")
Attach the package and use:
library("FarmTest")
Maintained by
Xiaoou Pan
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.FarmTest . https://github.com/XiaoouPan/FarmTest . FarmTest results . FarmTest.pdf . FarmTest_2.2.0.tar.gz . FarmTest_2.2.0.zip . FarmTest_2.2.0.zip . FarmTest_2.2.0.zip . FarmTest_2.2.0.tgz . FarmTest_2.2.0.tgz . FarmTest_2.2.0.tgz . FarmTest_2.2.0.tgz . FarmTest_2.2.0.tgz . FarmTest_2.2.0.tgz . FarmTest archive . https://CRAN.R-project.org/package=FarmTest .
First Published: 2017-10-24
Latest Update: 2020-09-07
Description:
Performs robust multiple testing for means in the presence of known and unknown latent factors presented in Fan et al.(2019) "FarmTest: Factor-Adjusted Robust Multiple Testing With Approximate False Discovery Control" .
Implements a series of adaptive Huber methods combined with fast data-drive tuning schemes proposed in Ke et al.(2019) "User-Friendly Covariance Estimation for Heavy-Tailed Distributions" to estimate model parameters and construct test statistics that are robust against heavy-tailed and/or asymmetric error distributions.
Extensions to two-sample simultaneous mean comparison problems are also included.
As by-products, this package contains functions that compute adaptive Huber mean, covariance and regression estimators that are of independent interest.
How to cite:
Xiaoou Pan (2017). FarmTest: Factor-Adjusted Robust Multiple Testing. R package version 2.2.0, https://cran.r-project.org/web/packages/FarmTest. Accessed 29 Mar. 2025.
Previous versions and publish date:
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Other R packages that FarmTest depends,
imports, suggests or enhances
Complete documentation for FarmTest
Functions, R codes and Examples using
the FarmTest R package
Some associated functions: FarmTest-package . farm.test . huber.cov . huber.mean . huber.reg . plot.farm.test . print.farm.test . summary.farm.test .
Some associated R codes: FarmTest-package.R . FarmTest.R . RcppExports.R . generateNs.R . Full FarmTest package functions and examples
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