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检索条件"主题词=first-order EM algorithm"
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STATISTICAL GUARANTEES FOR THE em algorithm: FROM POPULATION TO SAMPLE-BASED ANALYSIS
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ANNALS OF STATISTICS 2017年 第1期45卷 77-120页
作者: Balakrishnan, Sivaraman Wainwrightt, Martin J. Yu, Bin Univ Calif Berkeley Dept Stat Berkeley CA 94720 USA Carnegie Mellon Univ Dept Stat Pittsburgh PA 15213 USA
The em algorithm is a widely used tool in maximum-likelihood estimation in incomplete data problems. Existing theoretical work has focused on conditions under which the iterates or likelihood values converge, and the ... 详细信息
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