Yoshiyuki Ninomiya

Profile Information

Affiliation: Professor, Department of Statistical Inference and Mathematics, The Institute of Statistical Mathematics

Degree: Doctor of Philosophy(Mar, 2001, The Graduate University for Advanced Studies)
Master of Engineering(Mar, 1998, The University of Tokyo)

J-GLOBAL ID: 200901031260061861
researchmap Member ID: 5000028362

External link: https://sites.google.com/view/yoshiyukininomiya/home

Research Interests

Research Areas

Informatics / Statistical science /

Research History

Apr, 2018 - Present

Professor, Department of Mathematical Analysis and Statistical Inference, The Institute of Statistical Mathematics
Apr, 2011 - Mar, 2018

Associate Professor, Institute of Mathematics for Industry, Kyushu University
May, 2007 - Mar, 2011

Associate Professor, Faculty of Mathematics, Kyushu University
Apr, 2007 - Apr, 2007

Assistant Professor, Faculty of Mathematics, Kyushu University
Oct, 2001 - Mar, 2007

Assistant Professor, Faculty of Mathematics, Kyushu University
Apr, 2001 - Sep, 2001

COE Researcher, The Institute of Statistical Mathematics

Education

Apr, 1998 - Mar, 2001

Department of Statistical Science, School of Multidisciplinary Sciences, The Graduate University for Advanced Studies
Apr, 1996 - Mar, 1998

Department of Mathematical Engineering and Information Physics, The Graduate School of Engineering, The University of Tokyo
Apr, 1992 - Mar, 1996

Department of Mathematical Engineering and Information Physics, The Faculty of Engineering, The University of Tokyo

Committee Memberships

Apr, 2024 - Present

評議員, 日本数学会
Oct, 2021 - Present

Chief Editor, Annals of the Institute of Statistical Mathematics
Jan, 2019 - Present

企画委員, 日本計量生物学会
Jun, 2016 - Present

評議員, 応用統計学会
Jan, 2019 - Dec, 2021

企画理事, 応用統計学会
Apr, 2018 - Sep, 2021

Co-Edotor, Annals of the Institute of Statistical Mathematics
Jul, 2017 - Jun, 2020

Associate Editor, Japanese Journal of Statistics and Data Science
Jul, 2017 - Jun, 2019

Associate Editor, Journal of the Japan Statistical Society (in Japanese)
Aug, 2017 - Mar, 2018

Associate Editor, Annals of the Institute of Statistical Mathematics
Jan, 2016 - Dec, 2017

運営委員（会計）, 統計関連学会連合大会

Awards

Sep, 2021

Research Achievement Award, The Japan Statistical Society
Jun, 2008

Encouragement Award, Biometric Society of Japan

Papers

Doubly robust criterion for causal inference

Takamichi Baba, Yoshiyuki Ninomiya

The Canadian Journal of Statistics, (accepted), Feb, 2025 Peer-reviewedLast authorCorresponding author
Generalized triply robust information criterion

Yoshiyuki Ninomiya

Smart Innovation, Systems and Technologies, 411 321-332, Jun, 2024 Peer-reviewedLead authorLast authorCorresponding author
New penalty in information criteria for the ARCH sequence with structural changes

Ryoto Ozaki, Yoshiyuki Ninomiya

Stat, 12(e612) 1-17, Sep, 2023 Peer-reviewedLast authorCorresponding author
Information criterion based on SURE theory for LASSO

Yoshiyuki Ninomiya

53(1) 29-47, Sep, 2023 Peer-reviewedLead authorCorresponding author
Information criteria for detecting change‐points in the Cox proportional hazards model

Ryoto Ozaki, Yoshiyuki Ninomiya

Biometrics, 79(4) 3050-3065, Apr, 2023 Peer-reviewedLast authorCorresponding author
Smoothly varying regularization

Daeju Kim, Shuichi Kawano, Yoshiyuki Ninomiya

Computational Statistics and Data Analysis, 179(107644) 1-15, Nov, 2022 Peer-reviewedLast authorCorresponding author
Information criteria for sparse methods in causal inference

Yoshiyuki Ninomiya

arXiv:2203.15308, Mar, 2022 Lead authorCorresponding author
Triply robust information criterion for propensity score analysis

Yoshiyuki Ninomiya

51 275-294, Mar, 2022 Peer-reviewedLead authorCorresponding author
Doubly robust criterion for causal inference

Takamichi Baba, Yoshiyuki Ninomiya

arXiv:2110.14525, Oct, 2021 Last authorCorresponding author
Prior intensified information criterion

Yoshiyuki Ninomiya

arXiv:2110.12145, Oct, 2021 Lead authorCorresponding author
選択的推論～データサイエンスにおけるquiet scandalの克服～

二宮嘉行

エストレーラ, 331 14-19, Oct, 2021 Lead authorCorresponding author
A modification of MaxT procedure using spurious correlations

Yoshiyuki Ninomiya, Satoshi Kuriki, Toshihiko Shiroishi, Toyoyuki Takada

Journal of Statistical Planning and Inference, 214 128-138, Sep, 2021 Peer-reviewedLead authorCorresponding author
Discriminant analysis via smoothly varying regularization

Hisao Yoshida, Shuichi Kawano, Yoshiyuki Ninomiya

Smart Innovation, Systems and Technologies, 238 441-455, Jul, 2021 Peer-reviewedLast authorCorresponding author
Selective inference in propensity score analysis

Yoshiyuki Ninomiya, Yuta Umezu, Ichiro Takeuchi

arXiv:2105.00416, May, 2021 Lead authorCorresponding author
AIC for the group Lasso in generalized linear models

Satoshi Komatsu, Yuta Yamashita, Yoshiyuki Ninomiya

Japanese Journal of Statistics and Data Science, 2(2) 545-558, Dec, 2019 Peer-reviewedLast authorCorresponding author
AIC for the non-concave penalized likelihood method

Yuta Umezu, Yusuke Shimizu, Hiroki Masuda, Yoshiyuki Ninomiya

Annals of the Institute of Statistical Mathematics, 71(2) 247-274, Apr, 2019 Peer-reviewedLast authorCorresponding author
A Cp criterion for semiparametric causal inference

Takamichi Baba, Takayuki Kanemori, Yoshiyuki Ninomiya

Biometrika, 104(4) 845-861, Dec, 2017 Peer-reviewedLast authorCorresponding author
AIC for the Lasso in generalized linear models

Yoshiyuki Ninomiya, Shuichi Kawano

Electronic Journal of Statistics, 10(2) 2537-2560, Sep, 2016 Peer-reviewedLead authorCorresponding author
Ridge-type regularization method for questionnaire data analysis

Yuta Umezu, Hidetoshi Matsuoka, Hiroshi Ikeda, Yoshiyuki Ninomiya

Pacific Journal of Mathematics for Industry, 8 51-59, Aug, 2016 Peer-reviewedLast authorCorresponding author
Change-point model selection via AIC

Yoshiyuki Ninomiya

Annals of the Institute of Statistical Mathematics, 67(5) 943-961, Oct, 2015 Peer-reviewedLead authorCorresponding author

Books and Other Publications

日本統計学会公式認定統計検定1級対応統計学

二宮嘉行, 大西俊郎, 小林景, 椎名洋, 笛田薫, 田中研太郎, 岡田謙介, 大屋幸輔, 廣瀬英雄, 折笠秀樹, 日本統計学会, 竹村彰通, 岩崎学 (Role: Joint author)

東京図書, Apr, 2013 (ISBN: 448902150X)
技術に生きる現代数学

若山正人, 二宮嘉行, 谷口説男, 金子昌信, 福本康秀, 佐伯修, 若山正人 (Role: Joint author)

岩波書店, Feb, 2008 (ISBN: 4000052411)

Presentations

二重降下現象の下での情報量規準について

二宮嘉行, 栁原宏和

統計関連学会連合大会, Sep 3, 2024
Generalized triply robust information criterion

Yoshiyuki Ninomiya

KES Conference: Smart Digital Futures, Jun 21, 2024 Invited
傾向スコア解析のための焦点型情報量規準

二宮嘉行

計量生物学会年会, May 11, 2024
Prior intensified information criterion

Yoshiyuki Ninomiya

ISI-ISM-ISSAS Joint Conference, Dec 27, 2023
Selective inference in propensity score analysis

Yoshiyuki Ninomiya

Statistical Computing and Robust Inference for High Dimensional Data, Dec 12, 2023 Invited
情報量規準

二宮嘉行

統計数理研究所公開講座, Nov 30, 2023
Selective inference in propensity score analysis

Yoshiyuki Ninomiya

Statistics Seminar at KU Leuven, Sep 28, 2023
高次元スパース回帰のための AIC の漸近的性質

二宮嘉行

研究集会「多変量統計学・統計的モデル選択の新展開」, Mar 18, 2023
医学統計での活用を目指した SURE 理論

二宮嘉行

大阪医学統計学セミナー, Mar 3, 2023
Information criteria for sparse methods in causal inference

Feb 15, 2023
傾向スコア解析のための二重頑健基準および差分の差法への展開

二宮嘉行

慶應大学計量経済学ワークショップ, Jan 17, 2023
傾向スコア解析のための情報量規準および差分の差法への展開

二宮嘉行

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」, Sep 10, 2022 Invited
傾向スコア解析のための SURE 理論

二宮嘉行

統計関連学会連合大会, Sep 8, 2022
SURE Theory in Propensity Score Analysis

Yoshiyuki Ninomiya

WNAR Conference, Jun 13, 2022
Some information criteria for semiparametric propensity score analysis

Yoshiyuki Ninomiya

ISI-ISM-ISSAS Joint Conference, Jan 15, 2022
事前分布強調型の情報量規準について

二宮嘉行

統計関連学会連合大会, Sep 8, 2021
形式的な AIC が機能しない典型的な設定における AIC の再評価

二宮嘉行

統計関連学会連合大会, Sep 6, 2021 Invited
傾向スコア解析におけるスパース推定のための情報量規準

二宮嘉行, 統計数理研究所

日本統計学会春季集会, Mar 13, 2021
事前分布強調型の情報量規準の開発とその WAIC との比較

二宮嘉行

科研費シンポジウム「機械学習・統計学・最適化の数理とAI技術への展開」, Dec 19, 2020
傾向スコア解析におけるスパース推定と選択的推論

二宮嘉行, 梅津佑太

統計関連学会連合大会, Sep 10, 2020

Teaching Experience

Sep, 2024

データ科学特論 II（１コマ） (Osaka University)
Apr, 2024 - Aug, 2024

先端学術院特別研究ⅤB (The Graduate University for Advanced Studies)
Apr, 2024 - Aug, 2024

先端学術院特別研究ⅣA (The Graduate University for Advanced Studies)
Apr, 2024 - Aug, 2024

先端学術院特別研究ⅢA (The Graduate University for Advanced Studies)
Nov, 2023 - Nov, 2023

Special Lecture Statistics B (Kobe University)
Oct, 2022

確率統計特別講義Ⅰ (Chiba University)
Apr, 2022 - Aug, 2022

Change-Point Analysis (The Institute of Statistical Mathematics)
Oct, 2020

傾向スコア解析とモデル選択 (Hiroshima University)

Professional Memberships

Research Projects

Developing Information Criteria for Modern Statistics

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2023 - Mar, 2028
Developing variable selection methods and post-selection inference under double-descent phenomena

Grants-in-Aid for Scientific Research, Grant-in-Aid for Challenging Research (Exploratory), Japan Society for the Promotion of Science, Jun, 2023 - Mar, 2026
Methods for selecting and testing hypothesis in big data-driven science and its demonstration in materials, biology, and medicine

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, Apr, 2017 - Mar, 2021

Takeuchi Ichiro
セミパラメトリック統計解析におけるモデル選択理論の構築

科研費基盤研究(C), Apr, 2016 - Mar, 2021

二宮嘉行
Statistical modeling of spatio-temporal data on natural and social phenomena, and those understanding

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2015 - Mar, 2019

Nishii Ryuei, Koda Satoru
Skew-symmetric distributions with natural skewness and their applications to financial engineering

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2013 - Mar, 2017

Fujisawa Hironori, ABE TOSHIHIRO, NINOMIYA YOSHIYUKI, TSUBAKI HIROE
A study on statistical inference and inference algorithm by using combinatorial algebra for big data analyses

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2013 - Mar, 2017

Hara Hisayuki, TAKEMURA Akimichi, KURIKI Satoshi, NINOMIYA Yoshiyuki, KOBAYASHI Kei
Theoretical considerations of model selection method based on a minimization of an information criterion

Grants-in-Aid for Scientific Research, Grant-in-Aid for Challenging Exploratory Research, Japan Society for the Promotion of Science, Apr, 2013 - Mar, 2016

Yanagihara Hirokazu, FUJISAWA HIRONORI, NINOMIYA YOSHIYUKI
Statistical modeling of spatio-temporal data and quantitative grasp of phenomena

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2011 - Mar, 2015

NISHII Ryuei, NINOMIYA Yoshiyuki, MASUDA Hiroki, MAESONO Yoshihiko, TANAKA Shojiro, SHIMIZU Kunio, QIN Pan, KONISHI Sadanori, SAKATA Toshio
Economic Evaluation of High-Dimensional Functionalities of Forest Resources for Global Ecosystem Conservation Policy Analysis Among Turkey, Korea and Japan

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, Apr, 2010 - Mar, 2015

YOSHIMOTO Atsushi, SHOJI Isao, KAMO Ken-ichi, OWARI Toshiaki, YANAGIHARA Hirokazu, NINOMIYA Yoshiyuki, SASAKI Nophea, KONOSHIMA Masashi
Developing distribution theory for discretely observed random field and its application to spatial statistics

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2011 - 2015

Ninomiya Yoshiyuki
Nonlinear modeling based on high-dimensional data

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2009 - Mar, 2014

KONISHI Sadanori, NISHI Ryuei, MAESONO Yoshihiko, NINOMIYA Yoshiyuki, MASUDA Hiroki
Efficient multiple testing methods for genome data

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2010 - 2012

FUJISAWA Hironori, NINOMIYA Yoshiyuki, SAKAGUCHI Takayuki, TAKADA Toyoyuki
Development and Application of A Non-iterative Selection Methods for Smoothing Parameters

Grants-in-Aid for Scientific Research, Grant-in-Aid for Challenging Exploratory Research, Japan Society for the Promotion of Science, 2010 - 2012

YANAGIHARA Hirokazu, FUJISAWA Hironori, NINOMIYA Yoshiyuki
Model Selection for Singular Statistical Models and its Application

Grants-in-Aid for Scientific Research(若手研究(B)), 若手研究(B), Ministry of Education, Culture, Sports, Science and Technology, 2008 - 2010

Yoshiyuki NINOMIYA
Research of classification methods of hyper-spectral data, elucidation of the theoretical nature and applications to real data

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, 2007 - 2010

NISHII Ryuei, KONISHI Sadanori, SAKATA Toshio, QIN Pan, NINOMIYA Yoshiyuki, MASUDA Hiroki, TANAKA Shojiro, SHIMIZU Kunio, EGUCHI Shinto, UCHIDA Masayuki
Economic analysis of natural disturbance and management abandonment risk for sustainable forest resource management

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, 2007 - 2010

YOSHIMOTO Atsushi, SHOUJI Isao, YANAGIHARA Hirokazu, ISHIKAWA Hitoshi, KAMO KenーIchi
Nonlinear multivariate analysis based on high-dimensional data and its application

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, 2005 - 2008

KONISHI Sadanori, NISHII Ryuei, MAESONO Yoshihiko, HYAKUTAKE Hiroto, NINOMIYA Yoshiyuki, MASUDA Hiroki, UCHIDA Masayuki
構造変化モデルに対する潮近理論の構築及びそのモデル選択への応用

科学研究費補助金(若手研究(B)), 若手研究(B), 文部科学省, 2005 - 2007

二宮嘉行
Economic analysis on carbon sequestration through optimal stochastic control model for forest resources management under uncertain environments.

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, 2003 - 2006

YOSHIMOTO Atsushi, YUKUTAKE Kiyoshi, SHOJI Isao, YANAGIHARA Hirokazu, NINOMIYA Yoshiyuki

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