Package: HDNRA 2.0.0

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

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>].

Authors:Pengfei Wang [aut, cre], Shuqi Luo [aut], Tianming Zhu [aut], Bu Zhou [aut]

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Bug tracker:https://github.com/nie23wp8738/hdnra/issues

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22 exports 1.01 score 32 dependencies 1 scripts 135 downloads

Last updated 4 months agofrom:8458045d78. Checks:OK: 4 NOTE: 5. Indexed: yes.

Exports:BS1996.TS.NARTCQ2010.TSBF.NABTFHW2004.GLHT.NABTNRtest.objectS2007.ks.NABTSD2008.TS.NABTSF2006.GLHT.NABTSKK2013.TSBF.NABTYS2012.GLHT.NABTZGZ2017.GLHT.2cNRTZGZ2017.GLHTBF.NABTZGZC2020.TS.2cNRTZWZ2023.TSBF.2cNRTZZ2022.GLHT.3cNRTZZ2022.GLHTBF.3cNRTZZ2022.TS.3cNRTZZ2022.TSBF.3cNRTZZG2022.GLHTBF.2cNRTZZGZ2021.TSBF.2cNRTZZZ2020.TS.2cNRTZZZ2022.GLHT.2cNRTZZZ2023.TSBF.2cNRT

Dependencies:bitbit64clicliprcpp11crayonexpmfansigluehmslatticelifecyclemagrittrMatrixpillarpkgconfigprettyunitsprogressR6rbibutilsRcppRcppArmadilloRdpackreadrrlangtibbletidyselecttzdbutf8vctrsvroomwithr