统计Latent Structure Analysis of a Set of Multidimensional Contingency Tables

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Latent Structure Analysis of a Set of Multidimensional Contingency Tables

文献名称	Latent Structure Analysis of a Set of Multidimensional Contingency Tables
文献作者	Clifford C. Clogg and Leo A. Goodman
作者所在单位	Departments of Sociology and Statistics, Pennsylvania State University, University Park;Departments of Statistics and Sociology, University of Chicago
文献分类	已发表文献
学科一级分类	统计
学科二级分类	统计学
文献摘要	Statistical methods are introduced for latent structure analysis of a set of two or more multidimensional contingency tables. Three basic classes of models are considered: (a) models that assume complete homogeneity across tables, (b) models that allow partial homogeneity across tables, and (c) models that allow complete heterogeneity. Methods are presented for testing whether these models are congruent with the data in the tables and for assessing the significance of differences among the tables in the estimated parameters. To illustrate the wide applicability of these models and methods, we present analyses of two quite different sets of data.
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关键字	Latent structure model; Simultaneous latent structure model; Identifiability; Contingency tables.
发表所在刊物（或来源）	Journal of 771the American Statistical Association, Vol. 79, No. 388 (Dec., 1984), pp. 762-
发表时间	Dec., 1984
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