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HDNRA  

High-Dimensional Location Testing with Normal-Reference Approaches
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("HDNRA", "2.0.1")



Attach the package and use:
library("HDNRA")
Maintained by
Pengfei Wang
[Scholar Profile | Author Map]
First Published: 2024-02-27
Latest Update: 2024-02-27
Description:
We provide a collection of various classical tests and latest normal-reference tests for comparing high-dimensional mean vectors including two-sample and general linear hypothesis testing (GLHT) problem. Some existing tests for two-sample problem [see Bai, Zhidong, and Hewa Saranadasa.(1996) ; Chen, Song Xi, and Ying-Li Qin.(2010) ; Srivastava, Muni S., and Meng Du.(2008) ; Srivastava, Muni S., Shota Katayama, and Yutaka Kano.(2013)]. Normal-reference tests for two-sample problem [see Zhang, Jin-Ting, Jia Guo, Bu Zhou, and Ming-Yen Cheng.(2020) ; Zhang, Jin-Ting, Bu Zhou, Jia Guo, and Tianming Zhu.(2021) ; Zhang, Liang, Tianming Zhu, and Jin-Ting Zhang.(2020) ; Zhang, Liang, Tianming Zhu, and Jin-Ting Zhang.(2023) ; Zhang, Jin-Ting, and Tianming Zhu.(2022) ; Zhang, Jin-Ting, and Tianming Zhu.(2022) ; Zhu, Tianming, Pengfei Wang, and Jin-Ting Zhang.(2023) ]. Some existing tests for GLHT problem [see Fujikoshi, Yasunori, Tetsuto Himeno, and Hirofumi Wakaki.(2004) ; Srivastava, Muni S., and Yasunori Fujikoshi.(2006) ; Yamada, Takayuki, and Muni S. Srivastava.(2012) ; Schott, James R.(2007) ; Zhou, Bu, Jia Guo, and Jin-Ting Zhang.(2017) ]. Normal-reference tests for GLHT problem [see Zhang, Jin-Ting, Jia Guo, and Bu Zhou.(2017) ; Zhang, Jin-Ting, Bu Zhou, and Jia Guo.(2022) ; Zhu, Tianming, Liang Zhang, and Jin-Ting Zhang.(2022) ; Zhu, Tianming, and Jin-Ting Zhang.(2022) ; Zhang, Jin-Ting, and Tianming Zhu.(2022) ].
How to cite:
Pengfei Wang (2024). HDNRA: High-Dimensional Location Testing with Normal-Reference Approaches. R package version 2.0.1, https://cran.r-project.org/web/packages/HDNRA. Accessed 17 Feb. 2025.
Previous versions and publish date:
1.0.0 (2024-02-27 18:40), 2.0.0 (2024-10-18 11:40)
Other packages that cited HDNRA R package
View HDNRA citation profile
Other R packages that HDNRA depends, imports, suggests or enhances
Complete documentation for HDNRA
Functions, R codes and Examples using the HDNRA R package
Full HDNRA package functions and examples
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