論文

• Shota Katayama, Fujisawa, Mathias Drton. Robust and sparse Gaussian graphical modeling under cell-wise contamination, Stat, Mar. 2018.
• Shota Katayama, Hironori Fujisawa. Sparse and Robust Linear Regression: An Optimization Algorithm and Its Statistical Properties, Statistica Sinica, Volume 27, Page 1243-1264, July 2017.
• Hironori Fujisawa, Shizue Izumi. Inference about misclassification probabilities from repeated binary responses, Biometrics, Vol. 56, pp. 706-711, 2000.
• Hironori Fujisawa. Variance stabilizing transformation and studentization for estimator of correlation coefficient, Statistics & Probability Letters, Vol. 28, pp. 213-217, 2000.
• Hironori Fujisawa. Effects of unpaired data for estimating an interclass correlation, Communications in Statistics - Theory and Methods, Vol. 28, pp. 245-254, 1999.
• Hironori Fujisawa. Improvement on chi-squared approximation by monotone transformation, Journal of Multivariate Analysis, Vol. 60, pp. 84-89, 1997.
• Hironori Fujisawa. Efficient tests for mean structure in random effects models, Hiroshima Mathematical Journal, Vol. 27, pp. 487-512, 1997.
• Hironori Fujisawa. Likelihood ratio criterion for mean structure in the growth curve model with random effects, Journal of Multivariate Analysis, Vol. 60, pp. 90-98, 1997.
• Hironori Fujisawa. Estimation on random coefficient model with unbalanced data, Statistics & Probability Letters, Vol. 28, pp. 251-257, 1996.
• Hironori Fujisawa. The maximum likelihood estimators in a multivariate normal distribution with AR(1)covariance structure for monotone data, Annals of the Institute of Statistical Mathematics, Vol. 48, pp. 423-428, 1996.
• Hironori Fujisawa. A note on the maximum likelihood estimators for multivariate normal distribution with monotone data, Communications in Statistics--Theory and Methods, Vol. 24, pp. 1377-1382, 1995.

国際会議発表 (査読有り)

• Shota Katayama, Hironori Fujisawa, Mathias Drton. Robust and sparse Gaussian graphical modelling under cell-wise contamination, Japanese Joint Statistical Meeting CSA-KSS-JSS Joint International Sessions, Sept. 2018.

国内会議発表 (査読有り)

• 片山翔太, 藤澤洋徳, Mathias Drton. セルワイズ外れ値に頑健なスパースグラフィカルモデリング, 日本行動計量学会特別セッション「データサイエンスにおけるスパースモデリングの広がり」, Sept. 2018.

国際会議発表 (査読なし・不明)

• Shota Katayama, Hironori Fujisawa. Robust high-dimensional regression with algorithmic convergence and support recovery, Japanese Joint Statistical Meeting Wakimoto Memorial Session, Sept. 2015.

国内会議発表 (査読なし・不明)

• Shota Katayama, Hironori Fujisawa. Robust high-dimensional regression with algorithmic convergence and support recovery, 統計関連学会連合大会 Wakimoto Memorial Session, 2016.

学位論文

• Efficient tests for mean structure in random effects models,  本文,  Doctor of Science,  広島大学,  1997/--/--, 

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