HDNRA-package: HDNRA: High-Dimensional Location Testing with...

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

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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1214/09-aos716")}; Srivastava, Muni S., and Meng Du.(2008) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.jmva.2006.11.002")}; Srivastava, Muni S., Shota Katayama, and Yutaka Kano.(2013)\Sexpr[results=rd]{tools:::Rd_expr_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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/01621459.2019.1604366")}; Zhang, Jin-Ting, Bu Zhou, Jia Guo, and Tianming Zhu.(2021) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.jspi.2020.11.008")}; Zhang, Liang, Tianming Zhu, and Jin-Ting Zhang.(2020) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.ecosta.2019.12.002")}; Zhang, Liang, Tianming Zhu, and Jin-Ting Zhang.(2023) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/02664763.2020.1834516")}; Zhang, Jin-Ting, and Tianming Zhu.(2022) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/10485252.2021.2015768")}; Zhang, Jin-Ting, and Tianming Zhu.(2022) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/s42519-021-00232-w")}; Zhu, Tianming, Pengfei Wang, and Jin-Ting Zhang.(2023) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/s00180-023-01433-6")}]. Some existing tests for GLHT problem [see Fujikoshi, Yasunori, Tetsuto Himeno, and Hirofumi Wakaki.(2004) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.14490/jjss.34.19")}; Srivastava, Muni S., and Yasunori Fujikoshi.(2006) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.jmva.2005.08.010")}; Yamada, Takayuki, and Muni S. Srivastava.(2012) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/03610926.2011.581786")}; Schott, James R.(2007) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.jmva.2006.11.007")}; Zhou, Bu, Jia Guo, and Jin-Ting Zhang.(2017) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.jspi.2017.03.005")}]. Normal-reference tests for GLHT problem [see Zhang, Jin-Ting, Jia Guo, and Bu Zhou.(2017) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.jmva.2017.01.002")}; Zhang, Jin-Ting, Bu Zhou, and Jia Guo.(2022) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.jmva.2021.104816")}; Zhu, Tianming, Liang Zhang, and Jin-Ting Zhang.(2022) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.5705/ss.202020.0362")}; Zhu, Tianming, and Jin-Ting Zhang.(2022) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/s00180-021-01110-6")}; Zhang, Jin-Ting, and Tianming Zhu.(2022) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.csda.2021.107385")}].

Author(s)

Maintainer: Pengfei Wang [e-mail]

Authors:

• Shuqi Luo [e-mail]

• Tianming Zhu [e-mail]

• Bu Zhou [e-mail]

See Also

Useful links:

• https://nie23wp8738.github.io/HDNRA/

• Report bugs at https://github.com/nie23wp8738/HDNRA/issues

HDNRA documentation built on Oct. 30, 2024, 9:28 a.m.