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Statistical analysis of finite mixture distributions by D. M. Titterington

Statistical analysis of finite mixture distributions D. M. Titterington ebook
Page: 258
Publisher: John Wiley & Sons
ISBN: 0471907634, 9780471907633
Format: djvu

We present a statistical simulation study comparing LCPMMs to longitudinal growth models (LGM) to understand when both frameworks are likely to produce conflicting inferences concerning overall treatment efficacy. Computational Statistics & Data Analysis, 51(11), pp. Computational Statistics & Data Analysis 51 (2007) 5377 – 5387 www.elsevier. Variational approximations in Bayesian model selection for finite mixture distributions. Further analysis using finite mixture models [21] provides strong statistical support for the reality of the bimodal pattern (results not shown). Statistical analysis of finite mixture distributions. Department of Statistics k-component mixture distribution with the density Young .. To analyse such data finite mixture model (FMM) will be used. Recently, latent class pattern mixture models (LCPMM) have shown promise as a defensible approach for making overall (and attendance-class-specific) inferences from open-enrollment groups with membership turnover. Titterington D.M., Smith A.F.M., Makov U.E. (1985), Statistical Analysis of Finite Mixture Distributions. Statistical power analysis for the behavioral sciences (2nd ed.). Estimating the parameters of mixtures of binomial distributions.