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Staff Introduction

KAWANO, Shuichi / Professor

My research is to develop the methods of data analysis in terms of statistics in order to obtain useful information and knowledge from data. Specifically, I develop multivariate analyses with sparse estimation for high-dimensional and small sample situations where the number of parameters in the statistical model is larger than the sample size. I also study Bayesian modeling, which can treat prior information of statistical models, and computational algorithms for numerically obtaining parameter estimates.

Keywords Mathematical Statistics, Statistical Science, Computational Statistics
Faculty , Department Faculty of Mathematics , Department of Mathematical Sciences