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Kano Yutaka

狩野 裕

Graduate School of Engineering Science Department of Systems Innovation, Professor

keyword data science,Psychometrics

Education

  • - 1986/06, Doctor of Engineering
  • 1983/04 - 1984/03, Osaka University, Graduate School of Engineering Science
  • 1981/04 - 1983/03, Osaka University, Graduate School of Engineering Science
  • 1977/04 - 1981/03, Osaka University, School of Science, Department of Mathematics

Research History

  • 2004/04 - Present, Osaka University, Graduate School of Engineering Science,
  • 2017/04 - 2021/03, Osaka University, Graduate School of Engineering Science,, Dean
  • 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

Research Areas

  • Natural sciences, Applied mathematics and statistics
  • Natural sciences, Basic mathematics
  • Humanities & social sciences, Educational psychology
  • Informatics, Statistical science

Professional Memberships

  • 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

Papers

  • Miss and Myth in the Analysis of Missing Data, Yutaka Kano, Journal of the Japan Statistical Society, Vol. 48, No. 3, p. 199-214, 2019/03
  • Meta analytical SEM: Equivalence between maximum likelihood and generalized least squares, Ke-Hai Yuan,Yutaka Kano, Journal of Educational and Behavioral Statistics, Sage, ASA, American Educational Research Association, Vol. 43, No. 6, p. 639-720, 2018/12
  • Missing Data Mechanisms and Homogeneity of Means and Variances–Covariances, Ke-Hai Yuan,Mortaza Jamshidian,Yutaka Kano, Psychometrika, Springer New York LLC, Vol. 83, No. 2, p. 425-442, 2018/06/01
  • Identifiability of nonrecursive structural equation models, Mario Nagase,Yutaka Kano, STATISTICS & PROBABILITY LETTERS, ELSEVIER SCIENCE BV, Vol. 122, p. 109-117, 2017/03
  • Full information maximum likelihood estimation in factor analysis with a large number of missing values, Kei Hirose,Sunyong Kim,Yutaka Kano,Miyuki Imada,Manabu Yoshida,Masato Matsuo, JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, TAYLOR & FRANCIS LTD, Vol. 86, No. 1, p. 91-104, 2016/01
  • Likelihood Method in NMAR missingness, Yutaka Kano, Journal of the Japan Statistical Society, Vol. 43, No. 2, p. 359-377, 2014/03
  • A New Test on High-Dimensional Mean Vector Without Any Assumption on Population Covariance Matrix, Shota Katayama,Yutaka Kano, COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, TAYLOR & FRANCIS INC, Vol. 43, No. 24, p. 5290-5304, 2014
  • Corrigendum to "A two sample test in high dimensional data" [J. Multivariate Anal. 114 (2013) 349-358], Muni S. Srivastava,Shota Katayama,Yutaka Kano, Journal of Multivariate Analysis, Vol. 119, 2013/08
  • Asymptotic distributions of some test criteria for the mean vector with fewer observations than the dimension, Shota Katayama,Yutaka Kano,Muni S. Srivastava, JOURNAL OF MULTIVARIATE ANALYSIS, ELSEVIER INC, Vol. 116, p. 410-421, 2013/04
  • A two sample test in high dimensional data, Muni S. Srivastava,Shota Katayama,Yutaka Kano, Journal of Multivariate Analysis, Academic Press Inc., Vol. 114, No. 1, p. 349-358, 2013
  • A criterion-based model comparison statistic for structural equation models with heterogeneous data, Yun-Xian Li,Yutaka Kano,Jun-Hao Pan,Xin-Yuan Song, JOURNAL OF MULTIVARIATE ANALYSIS, ELSEVIER INC, Vol. 112, p. 92-107, 2012/11
  • Variable selection for structural models, Journal of Statistical Planning and Inference, Vol. 108(3), 305-314, 2002
  • Stepwise variable selection in factor analysis(jointly worked), Psychometrika, Vol. 65, p. 7-22, 2000
  • Delta method approach in certain irregular condition, Communications in Statistics - Theory and Methods, Vol. 28, p. 789-807, 1999
  • More higher order efficiency, Journal of Multivariate Analysis, Vol. 67, p. 349-366, 1998
  • Beyond third-order efficiency, Sankhy, Vol. 59, No. 2, p. 179-197, 1997
  • A note on robustness of two-stage procedure for a multivariate compounded normal distribution(jointly worked), Vol. 16, No. 2, p. 175-187, 1997
  • Exploratory factor analysis with a common factor with two indicators, Vol. 24, No. 2, p. 129-145, 1997
  • On averaging variables in a confirmqatory factor analysis model(jointly worked), Ke-Hai Yuan,Peter M. Bentler,Yutaka Kano, Behaviormetrika, Vol. 24, No. 1, p. 71-83, 1997
  • Third-order efficiency implies fourth-order efficiency, Vol. 26, No. 1, p. 101-117, 1996
  • Fourth and fifth order efficiency: Fisher information, p. 193-200, 1996
  • Identifiability of full, marginal, and conditional factor analysis models, Masamori Ihara,Yutaka Kano, Statistics and Probability Letters, Vol. 23, No. 4, p. 343-350, 1995
  • An asymptotic expansion of the distribution of Hotelling's $T<sup>2</sup>$-statistic under general distributions., Yutaka Kano, American Journal of Mathematical and Management Sciences., Vol. 15, No. 3-4, p. 317-341, 1995
  • CONSISTENCY PROPERTY OF ELLIPTIC PROBABILITY DENSITY-FUNCTIONS, Yutaka KANO, JOURNAL OF MULTIVARIATE ANALYSIS, ACADEMIC PRESS INC JNL-COMP SUBSCRIPTIONS, Vol. 51, No. 1, p. 139-147, 1994/10
  • Identification of inconsistent variates in factor analysis, Yutaka Kano,Masamori Ihara, Psychometrika, Springer-Verlag, Vol. 59, No. 1, p. 5-20, 1994/03
  • Statistical Inference Based on Pseudo Maximum Likelihood Estimators in Elliptical Populations(jointly worked), Yutaka Kano,Maia Berkane,Peter Bentler, Vol. 88, 1993
  • Robust statistics for test-of-independence and related structural models, Yutaka Kano, Statistics and Probability Letters, Vol. 15, No. 1, p. 21-26, 1992/09/03
  • Asymptotic equivalence of unique variance estimators in marginal and conditional factor analysis models, Masamori Ihara,Yutaka Kano, Statistics and Probability Letters, Vol. 14, No. 5, p. 337-341, 1992/07/11
  • Can test statistics in covariance structure model be trusted?, Litze Hu,Peter M. Bentler,Yutaka Kano, Vol. 112, No. 2, p. 337-341, 1992
  • THE ASYMPTOTIC-DISTRIBUTION OF A NONITERATIVE ESTIMATOR IN EXPLORATORY FACTOR-ANALYSIS, Y KANO, ANNALS OF STATISTICS, INST MATHEMATICAL STATISTICS, Vol. 19, No. 1, p. 272-282, 1991/03
  • COVARIANCE STRUCTURE-ANALYSIS WITH HETEROGENEOUS KURTOSIS PARAMETERS, Y KANO,M BERKANE,PM BENTLER, BIOMETRIKA, BIOMETRIKA TRUST, Vol. 77, No. 3, p. 575-585, 1990/09
  • NONITERATIVE ESTIMATION AND THE CHOICE OF THE NUMBER OF FACTORS IN EXPLORATORY FACTOR-ANALYSIS, Y KANO, PSYCHOMETRIKA, PSYCHOMETRIC SOC, Vol. 55, No. 2, p. 277-291, 1990/06
  • ON THE EQUIVALENCE OF FACTORS AND COMPONENTS, PM BENTLER,Y KANO, MULTIVARIATE BEHAVIORAL RESEARCH, LAWRENCE ERLBAUM ASSOC INC, Vol. 25, No. 1, p. 67-74, 1990/01
  • Comparative studies of non-iterative estimators based on ihara and kano’s method in exploratory factor analysis, Yutaka Kano, Communications in Statistics - Theory and Methods, Vol. 19, No. 2, p. 431-444, 1990
  • A new estimation procedure using G-inverse matrix in factor analysis, Mathematica Japonica, Vol. 34, No. 1, p. 43-52, 1989
  • ON ASYMPTOTIC VARIANCES OF UNIQUENESS ESTIMATORS IN FACTOR-ANALYSIS, Y KANO,A SHAPIRO, SOUTH AFRICAN STATISTICAL JOURNAL, SOUTH AFRICAN STATISTICAL ASSOC, Vol. 21, No. 2, p. 131-139, 1987
  • A NEW ESTIMATOR OF THE UNIQUENESS IN FACTOR-ANALYSIS, M IHARA,Y KANO, PSYCHOMETRIKA, PSYCHOMETRIC SOC, Vol. 51, No. 4, p. 563-566, 1986/12
  • Consistency conditions on the least squares estimator in single common factor analysis model, Yutaka Kano, Annals of the Institute of Statistical Mathematics, Kluwer Academic Publishers, Vol. 38, No. 1, p. 57-68, 1986/12
  • Conditions on consistency of estimators in covariance structure model, Yutaka Kano, Vol. 16, No. 1, p. 75-80, 1986
  • A condition for the regression predictor to be consistent in a single common factor model, Yutaka Kano, British Journal of Mathematical and Statistical Psychology, Vol. 39, No. 2, p. 221-227, 1986
  • Construction of additional variables conforming to a common factor model, Yutaka Kano, Statistics and Probability Letters, Vol. 2, No. 4, p. 241-244, 1984
  • Consistency of estimators in factor analysis., Vol. 13, No. 2, p. 137-144, 1983

Misc.

  • Missing of Data, Yutaka Kano,Miyuki Imada, Vol. 100, No. 11, p. 1274-1279, 2017/11
  • Consistency of penalized risk of boosting methods in binary classification, Kenichi Hayashi,Yasutaka Shimizu,Yutaka Kano, New Trends in Psychometrics, 2008/12
  • Factor rotation and ICA(jointly worked), Yutaka Kano,Shohei Shimizu,Yusuke Miyamoto, Proceedings of the Fourth International Symposium on ICA and BSS, p. 101-105, 2003
  • Independent component analysis for non-normal factor analysis(jointly worked), In New Developments in Psychometrics (Yanai, H. et al., Eds.). Springer Verlag: Tokyo., 2002
  • Use of SEM programs to precisely measure scale reliability(jointly worked), In New Developments in Psychometrics (Yanai, H. et al., Eds.). Springer Verlag: Tokyo, 2002
  • 統計学パラダイムの変換に向けて : 「有意な共同研究」のススメ, 日本統計学会誌, Vol. 30, No. 3, p. 305-314, 2000
  • Improper solutions in exploratory factor analysis : Causes and treatments., In Advances in Data Sciences and Classification(Eds Rizzi, A. , Vichi, M. And Bock, H. ), p. 375-382, 1998
  • SELECTION OF VARIABLES IN FACTOR-ANALYSIS, M IHARA,Y KANO, PSYCHOMETRIC METHODOLOGY, GUSTAV FISCHER VERLAG, p. 171-176, 1993
  • ASYMPTOTIC PROPERTIES OF STATISTICAL-INFERENCE BASED ON FISHER CONSISTENT ESTIMATORS IN THE ANALYSIS OF COVARIANCE-STRUCTURES, Y KANO, STATISTICAL MODELLING AND LATENT VARIABLES, ELSEVIER SCIENCE PUBL B V, Vol. 173-190, p. 173-190, 1993
  • Additional information and precision of estimators in multivariate structural models (jointly worked), Statistical Sciences and Data Analysis (VSP International Science Publishess), Vol. 187-196, 1993
  • COVARIANCE STRUCTURE-ANALYSIS UNDER A SIMPLE KURTOSIS MODEL, PM BENTLER,M BERKANE,Y KANO, COMPUTING SCIENCE AND STATISTICS, INTERFACE FOUNDATION NORTH AMERICA, p. 463-465, 1991
  • Statistical inference in factor analysis: Recent developments, Yutaka Kano, Vol. 18, No. 1, p. 3-12, 1990

Publications

  • 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, 狩野, 裕,三浦, 麻子, 現代数学社, ISBN:9784768705407, 2020/08
  • Handbook of Latent Variable and Related Models, Sik-Yum Lee, Elsevier, 2007/06
  • New Developments in Psychometrics, Yanai, H,Okada, A,Shigemasu, K,Kano, Y,Meulman, J, Springer, 2003/05
  • (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
  • Structural equation modeling for experimental data, Structural Equation Models : Present and future (A Festschrift in honor of Karl Joreskog) 381-402. SSI: Chicago., 2001

Awards

  • 第23回 日本統計学会賞, 日本統計学会, 2018/06
  • 第29回 林知己夫賞(功績賞), 日本行動計量学会, 2014/09
  • 第 7回 研究業績賞, 日本統計学会, 2013/06
  • 平成20年度 第2学期 共通教育賞(優れた授業を実践した教員), 大阪大学, 2009/05
  • 平成15年度 第1学期 共通教育賞(優れた授業を実践した教員), 大阪大学, 2003/12
  • 第11回 小川研究奨励賞, 日本統計学会, 1997/10
  • 第12回 林知己夫賞(優秀賞), 日本行動計量学会, 1997/09

Committee Memberships

  • 計量心理学会(Psychometric Society), Psychometrka編集委員 Board of Trustee(理事), 2000 - 2003
  • 日本行動計量学会, 理事,欧文誌編集委員,欧文誌編集委員長, 1994 - 2000
  • 日本統計学会, 評議員,欧文誌編集委員, 1994 - 2000
  • Academic Press, Journal of Multivariate Analysis,Associate Editor, 2002 -
  • 応用統計学会, 編集委員, 2000 -
  • 日本数学会, 雑誌「数学(岩波書店)」常任編集委員, 1995 -
  • 日本計算機統計学会, 欧文誌編集委員, 1995 -