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  • The EM Algorithm and Related Statistical Models (Statistics: A Series of Textbooks and Monographs)

    Exploring the application and formulation of the EM algorithm, The EM Algorithm and Related Statistical Models offers a valuable method for constructing statistical models when only incomplete information is available, and proposes specific estimation algorithms for solutions to incomplete data problems. The text covers current topics including statistical models with latent variables, as well as neural network models, and Markov Chain Monte Carlo methods. It describes software resources valuable for the processing of the EM algorithm with inco...

    • ASIN: 0824747011
    • Brand: Brand: CRC Press

  • EM algorithm: how it works

    The Em Algorithm And Related Statistical Models
    iaml,machine learning,machine,learning,applied,pattern recognition,data,mixture,mixture...

    (ML 16.3) Expectation-Maximization (EM) algorithm

    The Em Algorithm And Related Statistical Models
    machine learning,statistics,math

    Clustering (4): Gaussian Mixture Models and EM

    The Em Algorithm And Related Statistical Models
    machine learning,UC Irvine,UCI-cs273a,UCI-cs178