The EM Algorithm and Extensions 豆 0.0分

资源最后更新于 2020-07-26 15:38:07

作者：McLachlan

出版社：John Wiley & Sons

出版日期：2008-01

ISBN：9780471201700

文件格式： pdf

标签： 机器学习 EM 算法 ML 统计 EM算法 高斯混合模型 统计学

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The EM Algorithm and Extensions remains the only single source to offer a complete and unified treatment of the theory, methodology, and applications of the EM algorithm. The highly applied area of statistics here outlined involves applications in regression, medical imaging, finite mixture analysis, robust statistical modeling, survival analysis, and repeated–measures ...