Matsui Hidetoshi

Research field (1)： Statistical science

Research keywords (2)： Statistical Modeling , Statistical Science

Research theme for competitive and other funds (17)：

2020 - 2025 Innovative Developments of Theories and Methodologies for Large Complex Data
2022 - 2024 データサイエンス課題解決
2019 - 2023 関数データに基づく経時測定データ解析法の発展
2021 - 2022 店舗形態による商品カテゴリ別仕入れ量の最適化
2016 - 2020 Higher order improvement of statistical inference based on the unification of several nonparametric methods

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Papers (39)：

Hidetoshi Matsui, Keiichi Mochida. Functional data analysis-based yield modeling in year-round crop cultivation. Horticulture research. 2024. 11. 7. uhae144
Tatsuya Fukuda, Hidetoshi Matsui, Hiroya Takada, Toshihiro Misumi, Sadanori Konishi. Multivariate functional subspace classification for high-dimensional longitudinal data. Japanese Journal of Statistics and Data Science. 2023
Watanabe, S, Matsui, H. Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability. Neural Computation. 2023
Zeng, Y, Shimizu, S, Matsui, H, Sun, F. Causal discovery for linear mixed data. 1st Conference on Causal Learning and Reasoning. 2022
Matsui, H. Variable selection for historical functional linear model. Bulletin of Informatics and Cybernetics. 2021. 53. 1. 1-19

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MISC (2)：

Books (11)：

多変量解析
学術図書出版社 2023 ISBN:9784780607079
データサイエンスと機械学習
東京化学同人 2022 ISBN:9784807920297
Excelで学べるデータサイエンス入門講義 : Society 5.0を生き抜くための必須教養
日経BP,日経BPマーケティング (発売) 2022 ISBN:9784296200146
データサイエンス入門
学術図書出版社 2021 ISBN:9784780607307
統計モデルと推測
講談社サイエンティフィク 2019 ISBN:9784065178027

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Lectures and oral presentations (121)：

非線形混合効果モデルに基づく関数データを用いた急性期循環器疾患における急性期離脱時期の予測
(日本臨床疫学会第5回年次学術大会)
空間関数データに対するスパース推定
(2022年度統計関連学会連合大会)
スパース推定を用いた関数切断線形モデルの構築と農業データへの応用
(東京大学応用統計セミナー)
MRI検査内容における分散表現取得方法の検討
(第4回日本メディカルAI学会学術集会)
Truncated estimation for functional linear model and its application to agricultural data
(5th International Conference on Econometrics and Statistics (EcoSta 2022))

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Works (2)：

Education (3)：

Professional career (1)：

Work history (6)：

2023/06 - 現在 Shiga University Faculty of Data science Professor
2017/04 - 2023/05 Shiga University Faculty of Data science Associate Professor
2016/10/01 - 2020/03/31 Japan Science and Technology Agency JST Strategic Basic Research Programs Researcher
2016/04/01 - 2017/03/31 Shiga University Center for Education and Research of Data Science Associate Professor
2012/04/01 - 2016/03/31 Kyushu University Faculty of Mathematics Assistant professor

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Committee career (7)：

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Awards (4)：

Association Membership(s) (6)：

The Ecological Society of Japan , The Japanese Society of Plant Physiologists , 日本計算機統計学会 , Bulletin of Informatics and Cybernetics , 日本統計学会 , 応用統計学会

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