HDNRA-package {HDNRA}R Documentation

HDNRA: High-Dimensional Location Testing with Normal-Reference Approaches

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) https://www.jstor.org/stable/24306018; Chen, Song Xi, and Ying-Li Qin.(2010) doi:10.1214/09-aos716; Srivastava, Muni S., and Meng Du.(2008) doi:10.1016/j.jmva.2006.11.002; Srivastava, Muni S., Shota Katayama, and Yutaka Kano.(2013)doi:10.1016/j.jmva.2012.08.014]. Normal-reference tests for two-sample problem [see Zhang, Jin-Ting, Jia Guo, Bu Zhou, and Ming-Yen Cheng.(2020) doi:10.1080/01621459.2019.1604366; Zhang, Jin-Ting, Bu Zhou, Jia Guo, and Tianming Zhu.(2021) doi:10.1016/j.jspi.2020.11.008; Zhang, Liang, Tianming Zhu, and Jin-Ting Zhang.(2020) doi:10.1016/j.ecosta.2019.12.002; Zhang, Liang, Tianming Zhu, and Jin-Ting Zhang.(2023) doi:10.1080/02664763.2020.1834516; Zhang, Jin-Ting, and Tianming Zhu.(2022) doi:10.1080/10485252.2021.2015768; Zhang, Jin-Ting, and Tianming Zhu.(2022) doi:10.1007/s42519-021-00232-w; Zhu, Tianming, Pengfei Wang, and Jin-Ting Zhang.(2023) doi:10.1007/s00180-023-01433-6]. Some existing tests for GLHT problem [see Fujikoshi, Yasunori, Tetsuto Himeno, and Hirofumi Wakaki.(2004) doi:10.14490/jjss.34.19; Srivastava, Muni S., and Yasunori Fujikoshi.(2006) doi:10.1016/j.jmva.2005.08.010; Yamada, Takayuki, and Muni S. Srivastava.(2012) doi:10.1080/03610926.2011.581786; Schott, James R.(2007) doi:10.1016/j.jmva.2006.11.007; Zhou, Bu, Jia Guo, and Jin-Ting Zhang.(2017) doi:10.1016/j.jspi.2017.03.005]. Normal-reference tests for GLHT problem [see Zhang, Jin-Ting, Jia Guo, and Bu Zhou.(2017) doi:10.1016/j.jmva.2017.01.002; Zhang, Jin-Ting, Bu Zhou, and Jia Guo.(2022) doi:10.1016/j.jmva.2021.104816; Zhu, Tianming, Liang Zhang, and Jin-Ting Zhang.(2022) doi:10.5705/ss.202020.0362; Zhu, Tianming, and Jin-Ting Zhang.(2022) doi:10.1007/s00180-021-01110-6; Zhang, Jin-Ting, and Tianming Zhu.(2022) doi:10.1016/j.csda.2021.107385].

Author(s)

Maintainer: Pengfei Wang nie23.wp8738@e.ntu.edu.sg

Authors:

See Also

Useful links:


[Package HDNRA version 1.0.0 Index]