Keyword : Bayesian statistics

Testing Homogeneity for Normal Mixture Models: Variational Bayes Approach
Natsuki KARIYA Sumio WATANABE 
Publication:   
Publication Date: 2020/11/01
Vol. E103-A  No. 11 ; pp. 1274-1282
Type of Manuscript:  PAPER
Category: Information Theory
Keyword: 
hypothesis test, Bayesian statistics, variational inference, singular model, mixture model, likelihood ratio, 
 Summary | Full Text:PDF
Almost Sure and Mean Convergence of Extended Stochastic Complexity
Masayuki GOTOH Toshiyasu MATSUSHIMA Shigeichi HIRASAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1999/10/25
Vol. E82-A  No. 10 ; pp. 2129-2137
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Source Coding/Image Processing
Keyword: 
extended stochastic complexity, stochastic complexity, Bayesian statistics, asymptotic normality, 
 Summary | Full Text:PDF