Yamamoto Michio 山本倫生

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YAMAMOTO Michio 山本倫生

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Researcher Number	50721396
Other IDs
Affiliation (Current)	2025: 大阪大学, 大学院人間科学研究科, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 大阪大学, 大学院人間科学研究科, 准教授 2021: 岡山大学, 環境生命科学学域, 准教授 2017 – 2020: 岡山大学, 環境生命科学研究科, 准教授 2016: 京都大学, 医学研究科, 講師 2014 – 2015: 京都大学, 医学(系)研究科(研究院), 助教
Review Section/Research Field	Principal Investigator Statistical science / Basic Section 60030:Statistical science-related Except Principal Investigator Basic Section 60030:Statistical science-related / Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related / Basic Section 61030:Intelligent informatics-related / Statistical science
Keywords	Principal Investigator クラスタリング / 関数データ解析 / 次元縮小 / スパース経時データ / 経時測定データ / 多変量解析 / 符号化 / 統計科学 / 部分最小二乗回帰 / 判別分析 / 次元縮約 / 関数データ … More Except Principal Investigator … More 多変量解析 / モデル評価規準 / 関数化理論 / 複雑系データ / 関数データ解析 / 関数データ解析法 / 時空間データ / 新たな複雑系データ / 時空間データ / 疾病集積性 / モデリング / クラスタリング / 線形回帰モデル / lasso / 非凸ペナルティ / 因子回帰モデル / 因子分析モデル / 因子分析 / モデル選択 / L1正則化 / スパース推定 Less

新たな複雑系データのための関数データ解析手法の開発と適用
- Principal Investigator
  
  荒木由布子
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60030:Statistical science-related
  Basic Section 61030:Intelligent informatics-related
  Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related
- Research Institution
  Tohoku University
スパース経時データのクラスタリング法の開発と臨床医学への応用Principal Investigator
- Principal Investigator
  
  山本倫生
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Osaka University
  Okayama University
Multiple clusters in health-related data: modeling, detection, and evaluation
- Principal Investigator
  
  高橋邦彦
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Tokyo Medical and Dental University
A new estimation method for predictable cluster structure and its application to clinical medicinePrincipal Investigator
- Principal Investigator
  
  Yamamoto Michio
- Project Period (FY)
  2017 – 2021
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Okayama University
Multivariate functional data analysis for temporally and spatially dependent data and its application to life sciencePrincipal Investigator
- Principal Investigator
  
  Yamamoto Michio
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Kyoto University
Sparse estimation via regularization and its application to ultra high-dimensional data
- Principal Investigator
  
  HIROSE Kei
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 Other

All Journal Article Presentation

[Journal Article] 異なる世界間の比較に基づく統計的因果推論2024
- Author(s)
  山本倫生
- Journal Title
  
  生産と技術
  
  Volume: 76 Pages: 84-86
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21648
[Journal Article] Advancements of Biometrics in the Field of Epidemiology2024
- Author(s)
  Taguri Masataka、Takahashi Kunihiko、Komukai Sho、Ito Yuri、Hattori Satoshi、Funatogawa Ikuko、Shinozaki Tomohiro、Yamamoto Michio、Hayashi Kenichi
- Journal Title
  
  Japanese Journal of Biometrics
  
  Volume: 44 Issue: 2 Pages: 129-200
- DOI
  10.5691/jjb.44.129
- ISSN
  0918-4430, 2185-6494
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K09740, KAKENHI-PROJECT-23K11022, KAKENHI-PROJECT-20K11716, KAKENHI-PROJECT-23K21648
[Journal Article] International Trends in Adverse Drug Event-Related Mortality from 2001 to 2019: An Analysis of the World Health Organization Mortality Database from 54 Countries2023
- Author(s)
  Koyama Toshihiro、Iinuma Shunya、Yamamoto Michio、Niimura Takahiro、Osaki Yuka、Nishimura Sayoko、Harada Ko、Zamami Yoshito、Hagiya Hideharu
- Journal Title
  
  Drug Safety
  
  Volume: 47 Issue: 3 Pages: 237-249
- DOI
  10.1007/s40264-023-01387-0
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K10415, KAKENHI-PROJECT-23K21648
[Journal Article] Exchangeability of Measures of Association Before and After Exposure Status Is Flipped: Its Relationship With Confounding in the Counterfactual Model2023
- Author(s)
  Suzuki Etsuji、Yamamoto Michio、Yamamoto Eiji
- Journal Title
  
  Journal of Epidemiology
  
  Volume: 33 Issue: 8 Pages: 385-389
- DOI
  10.2188/jea.JE20210352
- NAID
  130008143828
- ISSN
  0917-5040, 1349-9092
- Year and Date
  2023-08-05
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12648, KAKENHI-PROJECT-20K10471, KAKENHI-PROJECT-21K11787
[Journal Article] A general explanation of the counterfactual definition of confounding2022
- Author(s)
  Suzuki Etsuji、Yamamoto Michio、Yamamoto Eiji
- Journal Title
  
  Journal of Clinical Epidemiology
  
  Volume: - Pages: 189-192
- DOI
  10.1016/j.jclinepi.2022.02.002
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12648, KAKENHI-PROJECT-21K11787, KAKENHI-PROJECT-20K10471, KAKENHI-PROJECT-23K21648
[Journal Article] Clinical Utility of Germline Genetic Testing in Japanese Men Undergoing Prostate Biopsy2022
- Author(s)
  Akamatsu Shusuke, Terada Naoki, Takata Ryo、...、Yamamoto Michio、...、Ogawa Osamu
- Journal Title
  
  JNCI Cancer Spectrum
  
  Volume: 6 Issue: 1
- DOI
  10.1093/jncics/pkac001
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12648, KAKENHI-PROJECT-21K09434, KAKENHI-PROJECT-21K11787, KAKENHI-PROJECT-20K09539, KAKENHI-PROJECT-23K21469
[Journal Article] Causal Discovery with Multi-Domain LiNGAM for Latent Factors2021
- Author(s)
  Zeng Yan、Shimizu Shohei、Cai Ruichu、Xie Feng、Yamamoto Michio、Hao Zhifeng
- Journal Title
  
  Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence
  
  Volume: - Pages: 2097-2103
- DOI
  10.24963/ijcai.2021/289
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12648, KAKENHI-PROJECT-20K11708
[Journal Article] Graphical tool of sparse factor analysis2017
- Author(s)
  Yamamoto, M., Hirose, K., Nagata, H.
- Journal Title
  
  Behaviormetrika
  
  Volume: 44 Issue: 1 Pages: 229-250
- DOI
  10.1007/s41237-016-0007-3
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730016, KAKENHI-PROJECT-15K15949
[Journal Article] Dimension-Reduced Clustering of Functional Data via Subspace Separation2017
- Author(s)
  Michio Yamamoto、Heungsun Hwang
- Journal Title
  
  Journal of Classification
  
  Volume: 34 Issue: 2 Pages: 294-326
- DOI
  10.1007/s00357-017-9232-z
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12648
[Journal Article] A unified approach to functional principal component analysis and functional multiple-set canonical correlation2016
- Author(s)
  Choi, J.Y., Hwang, H., Yamamoto, M., Jung, K., Woodward, T.S.
- Journal Title
  
  Psychometrika
  
  Volume: 不明 Issue: 2 Pages: 427-441
- DOI
  10.1007/s11336-015-9478-5
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730016
[Journal Article] Dimension-reduced clustering of functional data via subspace separation2016
- Author(s)
  Yamamoto, M., Hwang, H.
- Journal Title
  
  Journal of Classification
  
  Volume: 不明
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730016
[Journal Article] Sparse estimation via nonconcave penalized likelihood in a factor analysis model2015
- Author(s)
  Hirose Kei, Michio Yamamoto
- Journal Title
  
  Statistics and Computing
  
  Volume: 不明 Issue: 5 Pages: 863-875
- DOI
  10.1007/s11222-014-9458-0
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26730016
[Journal Article] Clustering of multivariate binary data with dimension reduction via L1-regularized likelihood maximization2015
- Author(s)
  Michio Yamamoto, Kenichi Hayashi
- Journal Title
  
  Pattern Recognition
  
  Volume: 48 Issue: 12 Pages: 3959-3968
- DOI
  10.1016/j.patcog.2015.05.026
- NAID
  120005690145
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K15950, KAKENHI-PROJECT-26730016
[Journal Article] Sparse estimation via nonconcave penalized likelihood in a factor analysis model2014
- Author(s)
  Hirose, K. and Yamamoto, M.
- Journal Title
  
  Statistics and Computing
  
  Volume: 印刷中
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700277
[Journal Article] Functional factorial K-means analysis2014
- Author(s)
  Michio Yamamoto, Yoshikazu Terada
- Journal Title
  
  Computational Statistics & Data Analysis
  
  Volume: 79 Pages: 133-148
- DOI
  10.1016/j.csda.2014.05.010
- NAID
  120005456040
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730016
[Journal Article] Estimation of an oblique structure via penalized likelihood factor analysis2014
- Author(s)
  Hirose, K. and Yamamoto, M.
- Journal Title
  
  Computational Statistics & Data Analysis
  
  Volume: 79 Pages: 120-132
- DOI
  10.1016/j.csda.2014.05.011
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700277, KAKENHI-PROJECT-26730016
[Presentation] スパース経時測定データに対するクラスタリング法の提案とその理論的性質2023
- Author(s)
  山本倫生、寺田吉壱
- Organizer
  2023年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-23K21648
[Presentation] 関数データ解析に基づく経時測定データのクラスタリング2023
- Author(s)
  山本倫生
- Organizer
  九州大学数理学研究院統計科学セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] A functional generalized additive model-based scan statistic for disease cluster detection2023
- Author(s)
  Yamamoto, M., Anzai, T., Takahashi, K.
- Organizer
  6th International Conference on Econometrics and Statistics (EcoSta 2023)
- Invited
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] スパース経時測定データに対するクラスタリング法の提案とその理論的性質2023
- Author(s)
  山本倫生，寺田吉壱
- Organizer
  2023年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] スパース経時測定データに対するクラスタリング法の漸近的性質2023
- Author(s)
  山本倫生，寺田吉壱
- Organizer
  2023年度日本分類学会大会
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] Clustering for sparsely sampled longitudinal data based on basis expansions2023
- Author(s)
  Yamamoto, M., Terada, Y.
- Organizer
  14th Scientific Meeting of the Classification and Data Analysis Group (CLADAG 2023)
- Invited
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] A functional generalized additive model-based scan statistic for disease cluster detection2023
- Author(s)
  Michio Yamamoto, Tatsuhiko Anzai, Kunihiko Takahashi.
- Organizer
  EcoSta 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21648
[Presentation] 表点を用いた大規模クラスタリングの近似法とその性質2022
- Author(s)
  寺田吉壱，山本倫生．
- Organizer
  科研費シンポジウム「大規模複雑データの理論と方法論～新たな発展と関連分野への応用～」
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] ベクトル量子化による大規模クラスタリングの計算量削減法とその性質”2022
- Author(s)
  寺田吉壱，山本倫生．
- Organizer
  日本行動計量学会第50回大会
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] 大規模・複雑なデータに対するクラスタリング法について2022
- Author(s)
  寺田吉壱，山本倫生．
- Organizer
  統計数理研究所共同研究「複雑な構造をもつデータに対する多変量解析法に関する研究会」
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] スパースな経時測定データに対する関数クラスタリング2022
- Author(s)
  山本倫生，寺田吉壱
- Organizer
  日本分類学会第40回大会
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] Fast Approximation for large-scale clustering2022
- Author(s)
  Terada, Y., Yamamoto, M.
- Organizer
  The 11th Conference of the IASC-ARS
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] 構造的因果モデルに基づく因果効果識別方法の検討-バックドア基準とフロントドア基準の量的評価-2022
- Author(s)
  塩飽大基，坂本亘，山本倫生
- Organizer
  日本行動計量学会第50回大会
- Data Source
  KAKENHI-PROJECT-23K21648
[Presentation] Fast Approximation for large-scale clustering2022
- Author(s)
  Terada, Y., Yamamoto, M.
- Organizer
  The 11th Conference of the IASC-ARS
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] Fast Approximation for large-scale clustering2022
- Author(s)
  Terada Y, Yamamoto M.
- Organizer
  The 11th Conference of the IASC-ARS
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21648
[Presentation] ベクトル量子化による大規模クラスタリングの近似法とその性質2022
- Author(s)
  寺田吉壱，山本倫生．
- Organizer
  科研費シンポジウム「データサイエンスと周辺領域の双方向的理解への挑戦」
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] Estimation of the causal effects of stochastic interventions based on sufficient dimension reduction2022
- Author(s)
  Yamamoto, M.
- Organizer
  The 11th Conference of the IASC-ARS
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] 2次の重み付き一般化推定方程式を用いたデータ融合手法の提案2022
- Author(s)
  岸本和久，山本倫生
- Organizer
  日本行動計量学会第49回大会
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] 十分次元削減を用いた確率的介入に基づく因果効果の推定2022
- Author(s)
  山本倫生
- Organizer
  2022年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-23K21648
[Presentation] スパースな経時測定データにおけるクラスタ構造の推定2022
- Author(s)
  山本倫生，寺田吉壱
- Organizer
  日本行動計量学会第49回大会
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] Causal discovery with multi-domain LiNGAM for latent factors2022
- Author(s)
  Zeng, Y., Shimizu, S., Cai, R., Xie, F., Yamamoto, M., Hao, Z.
- Organizer
  Causal Analysis Workshop Series 2021 (CAWS2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] Estimation of the causal effects of stochastic interventions based on sufficient dimension reduction2022
- Author(s)
  Yamamoto, M.
- Organizer
  The 11th Conference of the IASC-ARS
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11787
[Presentation] Sufficient Dimension Reductionを用いた確率的介入に基づく因果効果の推定2022
- Author(s)
  山本倫生
- Organizer
  2022年度日本分類学会シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-23K21648
[Presentation] スパースな経時測定データにおけるクラスタ構造の推定2021
- Author(s)
  山本倫生，寺田吉壱
- Organizer
  日本行動計量学会第49回大会
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] スパースな経時測定データにおけるクラスタ構造の推定2021
- Author(s)
  山本倫生，寺田吉壱
- Organizer
  日本行動計量学会第49回大会
- Data Source
  KAKENHI-PROJECT-23K21648
[Presentation] Causal discovery with multi-domain LiNGAM for latent factors2021
- Author(s)
  Zeng, Y., Shimizu, S., Cai, R., Xie, F., Yamamoto, M., Hao, Z.
- Organizer
  Causal Analysis Workshop Series 2021 (CAWS2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] 2次の重み付き一般化推定方程式を用いたデータ融合手法の提案2021
- Author(s)
  岸本和久，山本倫生
- Organizer
  日本行動計量学会第49回大会
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] K-means clustering for sparsely sampled longitudinal data2020
- Author(s)
  Yamamoto, M., Terada, Y.
- Organizer
  13th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2020)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] スパースな経時測定データに対するK-means法2020
- Author(s)
  山本倫生，寺田吉壱
- Organizer
  2020年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] スパース経時測定データに対する関数クラスタリング2020
- Author(s)
  山本倫生，寺田吉壱
- Organizer
  第25回情報・統計科学シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] 多変量関数データに対する正準相関分析の定式化と解の存在性について2019
- Author(s)
  山本倫生，寺田吉壱
- Organizer
  2019年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] クラスタリング法のcheat sheet2019
- Author(s)
  山本倫生，寺田吉壱，谷岡健資
- Organizer
  日本行動計量学会第47回大会
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] A component-based approach for the clustering of multivariate categorical data2018
- Author(s)
  Yamamoto, M.
- Organizer
  The 2nd International Conference on Econometrics and Statistics (EcoSta 2018)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] 多変量カテゴリカルデータに対するクラスター構造の推定とその可視化について2018
- Author(s)
  山本倫生
- Organizer
  「複雑多変量データの解析法に関する研究」研究会
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] Clustering of multivariate categorical data via penalized latent class analysis with dimension reduction2017
- Author(s)
  Michio Yamamoto
- Organizer
  2017 Hangzhou International Statistical Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] 関数データのクラスタリングとクラスター構造の可視化について2017
- Author(s)
  山本倫生
- Organizer
  統計学・機械学習若手シンポジウム「大規模複雑データに対する統計・機械学習のアプローチ」
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] 多変量カテゴリカルデータに内在する低次元クラスター構造の推定2017
- Author(s)
  山本倫生
- Organizer
  行動計量学岡山地域部会第64回研究会
- Invited
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] 多変量関数データに対する正準相関分析および等質性分析について2017
- Author(s)
  山本倫生, 寺田吉壱
- Organizer
  第37回大規模データ科学に関する研究会
- Place of Presentation
  北海道大学情報基盤センター
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] Model-based clustering for multivariate categorical data with dimension reduction2017
- Author(s)
  Michio Yamamoto
- Organizer
  The 10th Conference of the IASC-ARS
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] Clustering of multivariate categorical data with dimension reduction via nonconvex penalized likelihood maximization2017
- Author(s)
  Michio Yamamoto
- Organizer
  The 2017 conference of the International Federation of Classification Societies (IFCS 2017)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12648
[Presentation] Predictive clustering using a component-based approach2016
- Author(s)
  Yamamoto, M., Kawaguchi, A., Hwang, H.
- Organizer
  The 22nd International Conference on Computational Statistics (COMPSTAT 2016)
- Place of Presentation
  Auditorium/Congress Palace Principe Felipe, Oviedo, Spain
- Year and Date
  2016-08-23
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] 医療ビッグデータの活用における統計家の役割2016
- Author(s)
  山本倫生
- Organizer
  2016年度統計関連学会連合大会
- Place of Presentation
  金沢大学角間キャンパス
- Year and Date
  2016-09-04
- Invited
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] Dimension-reduced clustering of functional data via variance-penalized optimization2016
- Author(s)
  Yamamoto, M.
- Organizer
  9th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2016)
- Place of Presentation
  University of Seville, Seville, Spain
- Year and Date
  2016-12-09
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] なぜタンデムクラスター化を行ってはいけないのか？2016
- Author(s)
  山本倫生
- Organizer
  日本行動計量学会第44回大会
- Place of Presentation
  札幌学院大学
- Year and Date
  2016-08-30
- Invited
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] 低次元成分モデルに基づく予測的クラスタリング2016
- Author(s)
  山本倫生，川口淳
- Organizer
  2016年度統計関連学会連合大会
- Place of Presentation
  金沢大学角間キャンパス
- Year and Date
  2016-09-04
- Invited
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] A simultaneous analysis of dimension reduction and clustering with correlated error variables2015
- Author(s)
  Yamamoto, M.
- Organizer
  The 2015 conference of the International Federation of Classification Societies (IFCS 2015)
- Place of Presentation
  Bologna, Italy
- Year and Date
  2015-07-06
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] An extension of factor rotation via the penalized maximum likelihood estimation2015
- Author(s)
  Hirose, K., Yamamoto, M.
- Organizer
  2015年度統計関連学会連合大会
- Place of Presentation
  岡山大学津島キャンパス
- Year and Date
  2015-09-06
- Invited
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] Canonical correlation analysis for multivariate functional data2015
- Author(s)
  Yamamoto, M., Terada, Y.
- Organizer
  8th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics)
- Place of Presentation
  Senate House, University of London
- Year and Date
  2015-12-12
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] 次元縮約とクラスタリングの同時分析法とその問題点2015
- Author(s)
  山本倫生
- Organizer
  日本行動計量学会第43回大会
- Place of Presentation
  首都大学東京南大沢キャンパス
- Year and Date
  2015-09-01
- Invited
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] Outcome-guided clustering using supervised dimension reduction approach2015
- Author(s)
  Yamamoto, M., Kawaguchi, A., Hwang, H.
- Organizer
  2015 International Workshop for JSCS 30th Anniversary
- Place of Presentation
  沖縄科学技術大学院大学OIST
- Year and Date
  2015-10-30
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] A component-based approach to find outcome-related clusters2015
- Author(s)
  Yamamoto, M., Kawaguchi, A.
- Organizer
  The 80th Annual meeting of the Psychometric Society (IMPS 2015)
- Place of Presentation
  Beijing Normal University, Beijing
- Year and Date
  2015-07-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] Lasso-type penalized maximum likelihood factor analysis via nonconvex penalties.2014
- Author(s)
  Hirose, K., and Yamamoto, M.
- Organizer
  The 3rd Institute of Mathematical Statistics Asia Pacific Rim Meeting (APRM 2014)
- Place of Presentation
  Howard International House, Taipei, Taiwan
- Data Source
  KAKENHI-PROJECT-24700277
[Presentation] 正則化スパース因子分析は因子回転に取って代わるのか？2014
- Author(s)
  廣瀬慧，山本倫生
- Organizer
  2014年度統計関連学会連合大会
- Place of Presentation
  東京大学本郷キャンパス（東京都文京区）
- Data Source
  KAKENHI-PROJECT-24700277
[Presentation] Lasso-type penalized maximum likelihood factor analysis via nonconvex penalties
- Author(s)
  Kei Hirose, Michio Yamamoto
- Organizer
  The 3rd Institute of Mathematical Statistics Asia Pacific Rim Meeting (IMS-APRM 2014)
- Place of Presentation
  Howard International House, Taipei
- Year and Date
  2014-06-29 – 2014-07-03
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] Rパッケージ "fanc": L1型正則化法に基づく因子分析モデルのスパース推定とその可視化
- Author(s)
  廣瀬慧，山本倫生，永田晴久
- Organizer
  日本計算機統計学会第27回シンポジウム
- Place of Presentation
  市民会館崇城大学ホール（熊本県熊本市中央区）
- Data Source
  KAKENHI-PROJECT-24700277
[Presentation] Lasso-type penalized maximum likelihood factor analysis
- Author(s)
  Hirose, K., and Yamamoto, M.
- Organizer
  Joint Statistical Meeting 2013
- Place of Presentation
  Palais des congres de Montreal, Montreal, Canada
- Data Source
  KAKENHI-PROJECT-24700277
[Presentation] Extension of rotation technique via penalization in factor analysis model
- Author(s)
  Kei Hirose, Michio Yamamoto
- Organizer
  International Conference of Advances in Interdisciplinary Statistics and Combinatorics (AISC) 2014
- Place of Presentation
  Elliot University Center, Greensboro
- Year and Date
  2014-10-10 – 2014-10-12
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] 多変量カテゴリカルデータに対する低次元空間上でのクラスター構造の探索
- Author(s)
  山本倫生, 林賢一
- Organizer
  日本行動計量学会第42回大会
- Place of Presentation
  東北大学川内北キャンパス
- Year and Date
  2014-09-02 – 2014-09-05
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] 因子間相関を仮定した因子分析モデルの正則化スパース推定
- Author(s)
  廣瀬慧，山本倫生
- Organizer
  日本計算機統計学会第28回シンポジウム
- Place of Presentation
  沖縄科学技術大学院大学
- Year and Date
  2014-11-13 – 2014-11-15
- Data Source
  KAKENHI-PROJECT-24700277
[Presentation] 正則化スパース因子分析は因子回転に取って代わるか？
- Author(s)
  廣瀬慧, 山本倫生
- Organizer
  2014年度統計関連学会連合大会
- Place of Presentation
  東京大学本郷キャンパス
- Year and Date
  2014-09-13 – 2014-09-16
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] 因子間相関を仮定した因子分析モデルの正則化スパース推定
- Author(s)
  廣瀬慧, 山本倫生
- Organizer
  日本計算機統計学会第28回シンポジウム
- Place of Presentation
  沖縄科学技術大学院大学
- Year and Date
  2014-11-14 – 2014-11-15
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] Penalized likelihood factor analysis via non-convex penalties
- Author(s)
  Hirose, K., and Yamamoto, M.
- Organizer
  5th International Conference of the ERCIM WG on COMPUTING & STATISTICS (ERCIM 2012)
- Place of Presentation
  Conference Center, Oviedo, Spain.
- Invited
- Data Source
  KAKENHI-PROJECT-24700277
[Presentation] Extension of Rotation Technique via Penalization in Factor Analysis Model
- Author(s)
  Hirose, K., and Yamamoto, M.
- Organizer
  International Conference on Advances in Interdisciplinary Statistics and Combinatorics (AISC 2014)
- Place of Presentation
  University of North Carolina at Greensboro
- Year and Date
  2014-10-10 – 2014-10-12
- Invited
- Data Source
  KAKENHI-PROJECT-24700277
[Presentation] Functional multiple-set canonical correlation analysis for square integrable stochastic processes
- Author(s)
  Michio Yamamoto
- Organizer
  The 21st International Conference on Computational Statistics (COMPSTAT 2014)
- Place of Presentation
  the International Conference Centre, Geneva
- Year and Date
  2014-08-19 – 2014-08-22
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] Estimation of factor correlation in penalized likelihood factor analysis
- Author(s)
  Hirose, K., and Yamamoto, M.
- Organizer
  7th International Conference of the ERCIM WG on COMPUTING & STATISTICS (ERCIM 2014)
- Place of Presentation
  University of Pisa, Italy
- Year and Date
  2014-12-06 – 2014-12-08
- Data Source
  KAKENHI-PROJECT-24700277
[Presentation] 一般化関数正準相関分析とその性質について
- Author(s)
  山本倫生
- Organizer
  2014年度統計関連学会連合大会
- Place of Presentation
  東京大学本郷キャンパス
- Year and Date
  2014-09-13 – 2014-09-16
- Data Source
  KAKENHI-PROJECT-26730016
[Presentation] Simultaneous analysis of clustering and dimension reduction for binary variables with application to biomedical data
- Author(s)
  Michio Yamamoto, Kenichi Hayashi
- Organizer
  The 27th International Biometric Conference
- Place of Presentation
  Firenze Fiera Congress and Exhibition Center, Florence
- Year and Date
  2014-07-06 – 2014-07-11
- Data Source
  KAKENHI-PROJECT-26730016

1. HIROSE Kei (40609806)

# of Collaborated Projects: 1 results

# of Collaborated Products: 10 results
2. 高橋邦彦 (50323259)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
3. 安齋達彦 (20882054)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
4. 島津秀康 (20634348)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 荒木由布子 (80403913)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 尾畑伸明 (10169360)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 今泉允聡 (90814088)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 川野秀一 (50611448)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 岩田欧介 (30465710)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. KOYAMA Toshihiro

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
11. 座間味義人

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
12. 萩谷英大

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
13. 林賢一

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Yamamoto Michio 山本 倫生

YAMAMOTO Michio 山本 倫生

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新たな複雑系データのための関数データ解析手法の開発と適用

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スパース経時データのクラスタリング法の開発と臨床医学への応用Principal Investigator

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Multiple clusters in health-related data: modeling, detection, and evaluation

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A new estimation method for predictable cluster structure and its application to clinical medicinePrincipal Investigator

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Multivariate functional data analysis for temporally and spatially dependent data and its application to life sciencePrincipal Investigator

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Sparse estimation via regularization and its application to ultra high-dimensional data

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[Journal Article] 異なる世界間の比較に基づく統計的因果推論2024

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[Journal Article] Advancements of Biometrics in the Field of Epidemiology2024

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[Journal Article] International Trends in Adverse Drug Event-Related Mortality from 2001 to 2019: An Analysis of the World Health Organization Mortality Database from 54 Countries2023

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[Journal Article] Exchangeability of Measures of Association Before and After Exposure Status Is Flipped: Its Relationship With Confounding in the Counterfactual Model2023

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[Journal Article] A general explanation of the counterfactual definition of confounding2022

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[Journal Article] Clinical Utility of Germline Genetic Testing in Japanese Men Undergoing Prostate Biopsy2022

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[Journal Article] Causal Discovery with Multi-Domain LiNGAM for Latent Factors2021

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Yamamoto Michio 山本倫生

YAMAMOTO Michio 山本倫生