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Statistical analysis of finite mixture

Statistical analysis of finite mixture

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

Statistical analysis of finite mixture distributions


Statistical.analysis.of.finite.mixture.distributions.pdf
ISBN: 0471907634,9780471907633 | 258 pages | 7 Mb


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Statistical analysis of finite mixture distributions D. M. Titterington
Publisher: John Wiley & Sons




Algorithm for finite mixtures´, Computational Statistics and Data Analysis 41, 577- 590. (1985) Statistical Analysis of Finite Mixture. Analyst's knowledge, experience and statistical test,. General introduction; Mixtures of normal distributions; Mixtures of exponential and other continuous Statistical analysis of finite mixture distributions. In finite mixture models, each component corresponds to a cluster. Set and then we choose the finite mixture Lognormal distributions as our model. In this book, the authors give a complete account of the applications, mathematical structure and statistical analysis of finite mixture distributions. Algorithm for finite mixtures', Computational Statistics and Data Analysis 41, 577- 590. Titterington D.M.., smith A.F., Makov U.E., 1985, Statistical Analysis of Finite Mixture. Component and the mixture distribution is given by the weighted sum over the .. Key words: EM algorithm, Mixture of distributions, Skewed distributions. Journal of the American Statistical Association . Titterington D.M., Smith A.F.M., & Makov U.E. The proof is based on some results of matrix analysis, see e.g. The method combines 2 distinct lines of research: work on the use of finite mixture modeling to analyze developmental trajectories and work on propensity score matching. Finite mixture distributions play a central role in statistical modelling as they com- .

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