List of faculty

KAWANO, Shuichi( KAWANO, Shuichi ) / Professor

Faculty , Department

Faculty of Mathematics : Division of Analysis


Mathematical Statistics, Statistical Science, Computational Statistics

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.