We provide a collection of various classical tests and latest normal-reference approach tests for comparing high-dimensional mean vectors including two-sample and general linear hypothesis testing (GLHT) problem. The others’ 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) tools:::Rd_expr_doi("10.1214/09-aos716"); Srivastava, Muni S., and Meng Du.(2008) tools:::Rd_expr_doi("10.1016/j.jmva.2006.11.002"); Srivastava, Muni S., Shota Katayama, and Yutaka Kano.(2013)tools:::Rd_expr_doi("10.1016/j.jmva.2012.08.014")]. Normal-reference approach based tests for two-sample problem [see Zhang, Jin-Ting, Jia Guo, Bu Zhou, and Ming-Yen Cheng.(2020) tools:::Rd_expr_doi("10.1080/01621459.2019.1604366"); Zhang, Jin-Ting, Bu Zhou, Jia Guo, and Tianming Zhu.(2021) tools:::Rd_expr_doi("10.1016/j.jspi.2020.11.008"); Zhang, Liang, Tianming Zhu, and Jin-Ting Zhang.(2020) tools:::Rd_expr_doi("10.1016/j.ecosta.2019.12.002"); Zhang, Liang, Tianming Zhu, and Jin-Ting Zhang.(2023) tools:::Rd_expr_doi("10.1080/02664763.2020.1834516"); Zhang, Jin-Ting, and Tianming Zhu.(2022) tools:::Rd_expr_doi("10.1080/10485252.2021.2015768"); Zhang, Jin-Ting, and Tianming Zhu.(2022) tools:::Rd_expr_doi("10.1007/s42519-021-00232-w"); Zhu, Tianming, Pengfei Wang, and Jin-Ting Zhang.(2023) tools:::Rd_expr_doi("10.1007/s00180-023-01433-6")]. The others’ tests for GLHT problem [see Fujikoshi, Yasunori, Tetsuto Himeno, and Hirofumi Wakaki.(2004) tools:::Rd_expr_doi("10.14490/jjss.34.19"); Srivastava, Muni S., and Yasunori Fujikoshi.(2006) tools:::Rd_expr_doi("10.1016/j.jmva.2005.08.010"); Yamada, Takayuki, and Muni S. Srivastava.(2012) tools:::Rd_expr_doi("10.1080/03610926.2011.581786"); Schott, James R.(2007) tools:::Rd_expr_doi("10.1016/j.jmva.2006.11.007"); Zhou, Bu, Jia Guo, and Jin-Ting Zhang.(2017) tools:::Rd_expr_doi("10.1016/j.jspi.2017.03.005")]. Normal-reference approach based tests for GLHT problem [see Zhang, Jin-Ting, Jia Guo, and Bu Zhou.(2017) tools:::Rd_expr_doi("10.1016/j.jmva.2017.01.002"); Zhang, Jin-Ting, Bu Zhou, and Jia Guo.(2022) tools:::Rd_expr_doi("10.1016/j.jmva.2021.104816"); Zhu, Tianming, Liang Zhang, and Jin-Ting Zhang.(2022) tools:::Rd_expr_doi("10.5705/ss.202020.0362"); Zhu, Tianming, and Jin-Ting Zhang.(2022) tools:::Rd_expr_doi("10.1007/s00180-021-01110-6"); Zhang, Jin-Ting, and Tianming Zhu.(2022) tools:::Rd_expr_doi("10.1016/j.csda.2021.107385")].
Maintainer: Pengfei Wang nie23.wp8738@e.ntu.edu.sg
Authors:
Shuqi Luo nie23.ls4909@e.ntu.edu.sg
Tianming Zhu tianming.zhu@nie.edu.sg
Bu Zhou bu.zhou@u.nus.edu
Useful links:
Report bugs at https://github.com/nie23wp8738/NRAHDLTP/issues