混合隶属关系模型与方法导论

Handbook of Mixed Membership Models and Their Applications Pub Date : 2014-11-06 DOI:10.1201/b17520-3

E. Airoldi, D. Blei, E. Erosheva, S. Fienberg

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引用次数: 33

摘要

3 1.2 混合成员模型的一般公式 .4 1.3 混合成员模型在应用统计中的优势 .6 1.4 混合成员模型的理论问题 .8 1.4.1 混合物固有的一般问题 .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .8 参考资料 .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .10

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Introduction to Mixed Membership Models and Methods

1.1 Historical Developments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.2 A General Formulation for Mixed Membership Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.3 Advantages of Mixed Membership Models in Applied Statistics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 1.4 Theoretical Issues with Mixed Membership Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 1.4.1 General Issues Inherent to Mixtures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10

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Handbook of Mixed Membership Models and Their Applications

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