Assessing the Number of Components in Mixture Models
Geoffrey John McLachlan, David Alan Peel · Wiley series in probability and statistics · 2000
This chapter contains sections titled: Introduction Example 6.2: 1872 Hidalgo Stamp Issue of Mexico Approaches for Assessing Mixture Order Likelihood Ratio Test Statistic Distributional Results for the LRTS Bootstrapping the LRTS Effect of Estimates on P-Values of Bootstrapped LRTS Information Criteria in Model Selection Bayesian-Based Information Criteria Classification-Based Information Criteria An Empirical Comparison of Some Criteria