School personnel information

写真b

KANO Yutaka


Keyword

Data science, statistics, multivariate analysis, psychometrics, statistics education

URL

http://www.sigmath.es.osaka-u.ac.jp/~kano/

Gender

Male

Organization 【 display / non-display

  • 2000.04.01 - 2004.03.31, Human Sciences, Graduate School of Human Sciences, Associate Professor

  • 2004.04.01 - , Department of Systems Innovation, Graduate School of Engineering Science, Professor

  • 2004.04.01 - 2017.03.31, Human Sciences, Graduate School of Human Sciences, professor

  • 2015.10.01 - 2017.03.31, Center for Mathematical Modeling and Data Science

  • 2017.04.01 - 2017.06.30, Center for Mathematical Modeling and Data Science

  • 2017.07.01 - , Center for Mathematical Modeling and Data Science

Education 【 display / non-display

Osaka University Faculty of Science  Graduated 1981.03
Osaka University Graduate School, Division of Engineering Science  Completed 1983.03
Osaka University Graduate School, Division of Engineering Science  Unfinished 1984.03
Osaka University Graduate School, Division of Engineering Science  Doctor of Engineering 1986.06

Research topics 【 display / non-display

  • multivariate analysis
    structural equation modeling
    independent component analysis and nonnormality
    incomplete data analysis and statistical causal inference
    Statistical science-related

Academic Society Membership 【 display / non-display

  • American Statistical Association

  • International Statistical Institute

  • Institute of Mathematical Statistics

  • Psychometric Society

  • American Psychological Association, International Affiliate

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Academic Papers 【 display / non-display

  • Meta analytical SEM: Equivalence between maximum likelihood and generalized least squares, Ke-Hai Yuan and Yutaka Kano, Journal of Educational and Behavioral Statistics,43(6) 639-720, 2018.12, Papers

  • Bias reduction using surrogate endpoints as auxiliary variables, Takagi, Y. and Kano, Y., Annals of the Institute of Statistical Mathematics,in press, 2018.10, Papers

  • Missing data mechanisms and homogeneity of means and variances–covariances, Ke-Hai Yuan, Mortaza Jamshidian and Yutaka Kano, Psychometrika,in press, 2018.06, Papers

  • Semiparametric maximum likelihood estimation under not missing at random, Morikawa, K., Kim, Jae-Kwang and Kano, Y., The Canadian Journal of Statistics, 2017.10, Papers

  • Full information maximum likelihood estimation in factor analysis with a large number of missing values, Hirose, K., Kim, S., Kano, K., Imada, M., Yoshida, M. and Matsuo, M., Journal of Statistical Computation and Simulation,86/1, 91-104, 2016.04, Papers

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Books 【 display / non-display

  • Special, Selection of manifest variables In Handbook of Latent Variable and Related Models (Sik-Yum Lee, Ed.), pp. 65-86, Kano, Y., Elsevier, 2007.01

  • Special, New Developments in Psychometrics., YANAI, OKADA, SHIGEMASU, KANO and MEULMAN, Springer, 2003.01

  • Special, Structural equation modeling for experimental data (In Structural Equation Modeling: Present and Future [A Festschrift in honor of Karl Joreskog] ) pp.381-402, KANO Yutaka, SSI, 2000.01

 

Conference management 【 display / non-display

  • International Conference, The 3rd IMS Asia Pacific Rim Meeting, Scientific Committee Members, 2014.07

  • International Conference, The 2nd IMS Asia Pacific Rim Meeting, Scientific Committee Members , 2012.07