2014 - 2017 Development of Multivariate Statistical Procedure for High Dimensional and Missing Data and Its Application
2014 - 2017 Study on robust statistical hypothesis testing procedures in high-dimensional settings
2011 - 2013 高次元小標本データにおける判別手法の提案
Papers (42):
Masashi Hyodo, Takahiro Nishiyama, Tatjana Pavlenko. A Behrens-Fisher problem for general factor models in high dimensions. Journal of Multivariate Analysis. 2023. 195. 105162-105162
Normalizing transformation of Dempster type statistic in high-dimensional settings. Communications in Statistics - Theory and Methods. 2022
Hiroki Watanabe, Masashi Hyodo, Takatoshi Sugiyama, Takashi Seo. Test for equality of standardized generalized variance with different dimensions under high-dimensional settings. Hiroshima Mathematical Journal (accepted). 2022
Hiroki Watanabe, Masashi Hyodo, Takashi Seo. Inference on High-dimensional Mean Vectors Under Alternative Hypothesis. DSSV (Data Science, Statistics & Visualization). 2019. 2019