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J-GLOBAL ID：202301016141987927 Update date: Apr. 08, 2025

Yanagihara Hirokazu

ヤナギハラヒロカズ | Yanagihara Hirokazu

Affiliation and department：
Job title： Project Professor

Research field (2)： Applied mathematics and statistics , Statistical science

Research keywords (6)： Model Selection , Spatio-temporal modeling , Nonparametric regression , Multivariate Analysis , Asymptotic theory , Sample distribution theory

Research theme for competitive and other funds (29)：

2023 - 2028 Developing Information Criteria for Modern Statistics
2024 - 2025 Development of consistent variable selection methods in high-dimensional multivariate models
2020 - 2025 Spatio-temporal risk models for Hiroshima and Nagasaki exposures by Fused-lasso
2023 - 2024 Development of Analysis for high-dimensional three-mode data
2021 - 2024 バーレンツ海域における統合的海洋生態系評価のための統計的時空間推定手法の研究

2022 - 2023 Application and visualization of high-dimensional longitudinal data

2022 - 2023 Unification of regularization parameters by weighted penalties

2022 - 2023 Asymptotically loss efficiency of model selection criteria under the hybrid high-dimensional asymptotic framework

2018 - 2022 A fast and simple consistent variable selection method for high-dimensional multivariate data

2016 - 2021 Statistical Analysis of High-Dimensional Data

2015 - 2020 Theories and Methodologies for Large Complex Data

2013 - 2016 High-Dimensional Statistical Inference for Multivariate Models and Its Applications

2013 - 2016 Theoretical considerations of model selection method based on a minimization of an information criterion

2010 - 2015 Economic Evaluation of High-Dimensional Functionalities of Forest Resources for Global Ecosystem Conservation Policy Analysis Among Turkey, Korea and Japan

2010 - 2012 Development and Application of A Non-iterative Selection Methods for Smoothing Parameters

2010 - 2012 New Development of Statistical Theory in Multivariate Data Analysisand Its Applications

2010 - 2010 高次元データに対する共分散構造分析のための統計手法の開発

2007 - 2010 Economic analysis of natural disturbance and management abandonment risk for sustainable forest resource management

2007 - 2009 Study on construction and applications of high-dimensional information criteria

2007 - 2009 Asymptotic properties of information criteria for selecting hyper parameter

2006 - 2009 Comprehensive study on statistical causal inference

2006 - 2009 Optimal regional management and policy for forest resources under globalization of environmental problems in Slovakia

2006 - 2008 テーラーメード医療実現に向けての統計的基盤技術の開発と研究

2005 - 2006 共分散構造モデルにおける情報量規準を用いたモデル選択法とその非正規性の影響

2003 - 2006 Economic analysis on carbon sequestration through optimal stochastic control model for forest resources management under uncertain environments.

2003 - 2005 Basic theory and applications for the problem of variable selection in multivariate analysis

2004 - 2004 次元が大きい場合での非正規共分散構造解析における問題点とその補正法

2003 - 2004 歪みをもち裾の重い誤差分布を用いた回帰分析法の開発

2003 - 2003 分布に正規性を仮定したときの共分散構造解析における非正規性の影響とそのずれに対する補正法

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Papers (130)：

Ken-ichi Kamo, Hirokazu Yanagihara. Adjusted model for the completeness of national cancer incidence estimates. Journal of the Japan Statistical Society. 2025. 53. 2. 163-175
Ryoya Oda, Hirokazu Yanagihara, Yasunori Fujikoshi. On model selection consistency using a kick-one-out method for selecting response variables in high-dimensional multivariate linear regression. Communications in Statistics Theory and Methods. 2025. 54. 8. 2451-2465
Mariko Yamamura, Mineaki Ohishi, Hirokazu Yanagihara. Poisson regression with categorical explanatory variables via Lasso using the median as a baseline. Intelligent Decision Technologies. 2025. 411. 309-319
Rei Monden, Keito Horikawa, Isamu Nagai, Hirokazu Yanagihara. Coordinate descent algorithm of the group Lasso for selecting between-individual explanatory variables in the three-mode GMANOVA model. Intelligent Decision Technologies. 2025. 411. 297-307
Hirokazu Yanagihara, Sanai Shibayama. Non-parametric bias-reduction estimation of residual variance in varying coefficient regression model. Intelligent Decision Technologies. 2025. 411. 285-295

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MISC (78)：

Rei Monden, Isamu Nagai, Hirokazu Yanagihara. Variable selections for three-mode GMANOVA model. Proceedings of the Japanese Joint Statistical Meeting 2024. 2024. 248-248
Koki Kirishima, Mineaki Ohishi, Ryoya Oda, Hirokazu Yanagihara. Comparison of optimization methods for network Lasso. Proceedings of the Japanese Joint Statistical Meeting 2024. 2024. 211-211
Mineaki Ohishi, Hirokazu Yanagihara. On optimization of the fused Lasso for missing data. Proceedings of the Japanese Joint Statistical Meeting 2024. 2024. 210-210
Masahiko Ono, Hirokazu Yanagihara, Ryoya Oda, Mineaki Ohishi. Comparison of generalized ridge regression with non-negative ridge parameters and allowance of negative ridge parameters. Proceedings of the Japanese Joint Statistical Meeting 2024. 2024. 171-171
Hirokazu Yanagihara, Hirofumi Wakaki. Completely unbiased estimator of the risk function based on KL divergence. Proceedings of the Japanese Joint Statistical Meeting 2024. 2024. 175-175

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Patents (2)：

評価額算出プログラム評価額算出方法及び評価額算出装置
評価額算出プログラム評価額算出方法及び評価額算出装置

Books (7)：

Statistical Analysis for Environmental Data by Using R - Application to Field of Forest Science -
Series of Practice in Statistical Science), Asakura Publishing Co., Ltd., Tokyo (in Japanese) 2012 ISBN:9784254128178
Basic Mathematics for Probability and Statistics
Hiroshima University Press, Inc., Hiroshima (in Japanese) 2011 ISBN:9784903068206
Selection of variables for reducing dimension
Encyclopedia of Statistics and Data Sciences (Eds. T. Sugiyama, Y. Fujikoshi, N. Sugiura & N. Kunitomo), 198-199, 2007, Asakura Publishing Co., Ltd., Tokyo (in Japanese) 2007
Selection of variables by other criteria
Encyclopedia of Statistics and Data Sciences (Eds. T. Sugiyama, Y. Fujikoshi, N. Sugiura & N. Kunitomo), 196-197, 2007, Asakura Publishing Co., Ltd., Tokyo (in Japanese) 2007
Selection of variables under nonnormality
Encyclopedia of Statistics and Data Sciences (Eds. T. Sugiyama, Y. Fujikoshi, N. Sugiura & N. Kunitomo), 194-195, 2007, Asakura Publishing Co., Ltd., Tokyo (in Japanese) 2007

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Lectures and oral presentations (250)：

Estimation methods for three-mode GMANOVA model with unobserved design matrices
(The Interim Conference of the Asian Regional Section of the International Association for Statistical Computing (IASC-ARS) Jointly with the Annual Meeting of the Chinese Statistical Association (Taiwan) (CSAT) 2024)
Examination of data collection methods for forensic discriminations using statistical hypothesis testing methods
(The 30th Annual Meeting of the Japanese Association of Forensic Science and Technology 2024)
Modified $C_p$ criterion for models with predicted responses as multiplication of a hat matrix
(28th International Conference on Knowledge-Based and Intelligent Information \& Engineering Systems 2024)
Complete bias modification of the risk function of the model based on KL divergence
(2018 Mathematical Society of Japan Meeting 2024)
Variable selections for three-mode GMANOVA model
(Japanese Joint Statistical Meeting 2024 2024)

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Education (3)：

1998 - 2001 Hiroshima University Graduate School of Science Department of Mathematics Doctoral Program
1996 - 1998 Hiroshima University Graduate School of Science Department of Mathematics Master's Program
1992 - 1996 Hiroshima University Faculty of School Education Elementary School Teacher Training Program

Professional career (3)：

Dr. (Sci.) (Hiroshima University)
Master (Sci.) (Hiroshima University)
Bachelor (School Education) (Hiroshima University)

Work history (21)：

2025/04 - 現在 Hiroshima University Research Institute for Higher Education Guest Professor
2025/04 - 現在 Osaka Metropolitan University Osaka Central Advanced Mathematical Institute Project Professor
2020/09 - 現在 The Institute of Statistical Mathematics Mathematical Risk Analysis, Risk Analysis Research Center Guest Professor
2025/04 - 2026/03 Hiroshima University Graduate School of Advanced Science and Engineering Science Guest Professor
2025/09 - 2026/01 Kansai University Faculty of Societal Safety Sciences

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Committee career (15)：

2023/06 - 現在 Japan Statistical Society Editorial board of Journal of the Japan Statistical Society Series J
2017/03 - 現在 Editorial board of Hiroshima Mathematical Journal
2016/02 - 現在 Behaviormetric Society of Japan Editorial board of Behaviormetrika
2021/06 - 2023/05 Japan Statistical Society Director for Journal Series J
2021/06 - 2023/05 Japan Statistical Society Editor in chief of Journal of the Japan Statistical Society Series J

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Awards (4)：

2018/09 - Japan Statistical Society Research Achievement Award
2015/10 - Hiroshima University Distinguished Researcher
2010/05 - Japanese Society of Applied Statistics Excellent Paper Award Statistical inference on a linear varying coefficient on longitudinal data of discrete distribution
2006/07 - American Journal of Mathematical and Management Sciences 2006 Jacob Wolfowitz Prize Bias corrections of some criteria for selecting multivariate linear models in a general nonnormal case

Association Membership(s) (8)：

Mathematical Society of Japan , Japan Statistical Society , The Japanese Society of Applied Statistics , Behaviormetric Society of Japan , International Biometric Society , Biometric Society of Japan , Statistical Society of Canada , Psychometric Society

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