Rchr
J-GLOBAL ID：200901049780473204
Update date: Sep. 28, 2024
Kano Yutaka
カノ ユタカ | Kano Yutaka
Affiliation and department：
Job title：
Professor
Research field (4)：
Applied mathematics and statistics
, Basic mathematics
, Educational psychology
, Statistical science
Research keywords (6)：
統計科学
, data science
, 数理統計学
, 多変量解析
, Psychometrics
, statistical education
Research theme for competitive and other funds (39)：
- 2015 - 2019 Statistical Science of Bioinformatics
- 2016 - 2018 How serious is nonignorable missingness?
- 2013 - 2017 Comprehensive study of statistical evaluation methods based on various types of data
- 2013 - 2016 New developments of missing data analysis: NMARness and APB
- 2012 - 2016 Bayesian network structure learning when discrete and continuous variables are present.
- 2011 - 2015 Asymmetric and nonlinear statistical theory and its applications to economics and bioscience
- 2010 - 2014 Statistical prediction, causation, incomplete data analysis and foundation of sciencee
- 2009 - 2014 New Challenges for Statistics Education for Lifelong Learning in the Knowledge-based Society
- 2011 - 2012 Statistical regularization theory and neurophysiology
- 2009 - 2011 Statistical Inference for High-Dimensional Data and Its Applications
- 2007 - 2010 Theory and Applications for Mathematical Methods in Statistical Science
- 2007 - 2009 Integration of Latent Variables Models and Solutions to Practical Problems
- 2007 - 2009 Development of Causal Structure Mining Method for Large Scale Dimensional Data and Construction of Gene Function Knowledge Base
- 2006 - 2009 Comprehensive study on statistical causal inference
- 1990 - 2009 共分散構造分析の数理的研究と応用的研究
- 2005 - 2005 統計的因果推論と非正規性
- 2003 - 2005 Between ICA and SEM
- 2002 - 2005 The Foundation of Mathematical Statistics on Quantum Inference and Its Applications
- 2004 - 2004 質問紙法による心理学的個人差測定尺度の構成の理論的・経験的基礎に関する研究
- 2002 - 2004 A STUDY ON STATISTICAL INFERENCE OF STOCHASTIC PROCESS AND ITS ROBUSTNESS
- 1997 - 2003 信頼性と因子分析
- 1997 - 2003 Theory and applications of covariauce structure analysis
- 1997 - 2003 Reliability and factor analysis
- 2000 - 2002 "Confirmatory" independent component analysis and independent factor analysis
- 1998 - 2001 Researches on the Non-Regular Inference Theory and the Concepts of the Amounts of Information
- 1998 - 2000 Cross-Cultural Study of positive Interests toward the Sea
- 1998 - 1999 Theoretical Research on Graphical Modeling and New Multivariate Analysis and the Development of the Software
- 1997 - 1999 Is a model accepted in a small sample really better than a model rejected in a large sample?
- 1995 - 1997 Applying E-mail System for Human Sciences Students to their Computer Literacy and Psychology Education
- 1996 - 1996 小標本受容モデルversus大標本棄却モデル
- 1995 - 1995 絶対漸近有効性へ向かって
- 1994 - 1994 数学の論理的構造
- 1993 - 1993 多変数複素解析学の研究
- 1989 - 1993 楕円分布と統計的推測
- 1989 - 1993 Elliptical distribution and statistical inference
- 1992 - 1992 数値解析の基礎理論および関数方程式の数値近似解の解析への応用
- 1991 - 1991 推定量のロバストネスの研究
- 1990 - 1990 確率システムに関する制御理論の研究
- 1987 - 1988 Experimental Study of Factor Analysis
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Papers (59)：
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Mengfei Ran, Yihe Yang, Yutaka Kano. Robust semiparametric modeling of mean and covariance in longitudinal data. Japanese Journal of Statistics and Data Science. 2023. 6. 2. 625-648
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Yutaka Kano. Causality and prediction in structural equation modeling: A commentary by Yutaka Kano on: “Which method delivers greater signal-to-noise ratio: Structural equation modeling or regression analysis with weighted composites?” by Yuan and Fang. British Journal of Mathematical and Statistical Psychology. 2023. 76. 3. 679-681
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Mario Nagase, Yutaka Kano. Cyclic structural causal model with unobserved confounder effect. Communications in Statistics - Theory and Methods. 2023. 52. 2. 335-345
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Yoshiharu Takagi, Yutaka Kano. Bias reduction using surrogate endpoints as auxiliary variables. Annals of the Institute of Statistical Mathematics. 2019. 71. 4. 837-852
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Yutaka Kano. Miss and Myth in the Analysis of Missing Data. Journal of the Japan Statistical Society. 2019. 48. 3. 199-214
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MISC (50)：
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Yutaka Kano, Miyuki Imada. Missing of Data. 2017. 100. 11. 1274-1279
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Miyuki Imada, Kei Hirose, Manabu Yoshida, Sun Yong Kim, Naoya Toyozumi, Guillaume Lopez, Yutaka Kano. An interpersonal sentiment quantification method applied to work relationship prediction. NTT Technical Review. 2017. 15. 3
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森川 耕輔, 伊森 晋平, 狩野 裕. CDO1-2 不完全データに対する情報量規準(一般セッション 数学・統計(1)). 日本行動計量学会大会発表論文抄録集. 2015. 43. 66-67
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Analysis of incomplete data. 2009. 61. 1. 71-76
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Kenichi Hayashi, Yasutaka Shimizu, Yutaka Kano. Consistency of penalized risk of boosting methods in binary classification. New Trends in Psychometrics. 2008
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Books (6)：
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新装版 AMOS, EQS, CALISによるグラフィカル多変量解析 : 目で見る共分散構造分析
現代数学社 2020 ISBN:9784768705407
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Handbook of Latent Variable and Related Models
Elsevier 2007
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New Developments in Psychometrics
Springer 2003
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(共編著)文科系の学生のための数学(上)(下)
ナカニシヤ出版 2003
-
多変量解析の展開 -- 隠れた構造と因果を推理する
竹内啓 (編著) 2002
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Education (4)：
- 1986 - 1986 Doctor of Engineering
- 1983 - 1984 Osaka University Graduate School of Engineering Science
- 1981 - 1983 Osaka University Graduate School of Engineering Science
- 1977 - 1981 Osaka University School of Science Department of Mathematics
Professional career (1)：
Work history (13)：
- 2024/04 - 現在 Doshisha University Faculty of Culture and Information Science Professor
- 2024/04 - Osaka University
- 2022/04 - 2024/03 武庫川女子大学 社会情報学部 教授(クロスアポイントメント)
- 2022/04 - 2024/03 大阪大学, 数理・データ科学教育研究センター センター長
- 2004/04 - 2024/03 Osaka University Graduate School of Engineering Science,
- 2017/04 - 2021/03 Osaka University Graduate School of Engineering Science, Dean
- 2017/07 - 2019/06 大阪大学 数理・データ科学教育研究センター センター長
- 2013/08 - 2017/03 Osaka University, Member of University Council
- 1997/04 - 2004/03 Osaka University Faculty of Human Sciences, Associete Professor
- 1994/04 - 1997/03 University of Tsukuba, Institute of Mathematics, Associete Professor
- 1990 - 1994 Osaka Prefectural University
- 1987/10 - 1990/03 Osaka University
- 1984/04 - 1987/09 Marine Technical College
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Committee career (8)：
Awards (7)：
Association Membership(s) (6)：
日本分類学会
, 日本数学会
, 応用統計学会
, 計量心理学会(Psychometric Society)
, 日本行動計量学会
, 日本統計学会
