ENGLISH

The EM Algorithm and Related Statistical Models

By Watanabe M.(Ed) , Yamaguchi K.

Book information

Year
2003
Language
english
Format
RAR
Filesize
5 MB (5257747 bytes)
Volume
Volume 170
Edition
1st edition
Pages
250\0
Library
mexmat
Time added
2009-07-20 03:45:11

Description

This text describes a method of constructing a statistical model when only incomplete data are available, and proposes specific estimation algorithms for solving various individual incomplete data problems. Coverage includes such topics as the use of the EM algorithm for applications in neural network technology; the processing of missing values commonly seen in multidimensional data; and estimation issues for robust and latent variable models. Watanabe teaches economics at Tokyo U., and Yamaguchi is with Rikkyo U. in Japan.

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