统计The Analysis of Systems of Qualitative Variables When Some of the Variables Are Unobservable. Part I-A Modified Latent Structure Approach

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The Analysis of Systems of Qualitative Variables When Some of the Variables Are Unobservable. Part I-A Modified Latent Structure Approach

文献名称	The Analysis of Systems of Qualitative Variables When Some of the Variables Are Unobservable. Part I-A Modified Latent Structure Approach
文献作者	Leo A. Goodman
作者所在单位	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	This article presents methods for analyzing the relationships among a set of qualitative variables when some of these variables are specified manifest (i.e., observed) variables and others are latent (i.e., unobserved or unobservable) variables. We shall show how to estimate the magnitude of the various effects represented in pathdiagram models that include both the manifest and latent variables, and also how to test whether this kind of path-diagram model is congruent with the observed data. These methods can be applied in order to analyze data obtained in various kinds of surveys (including panel studies), and also in order to construct tests and indices for purposes of measurement and prediction. To illustrate their wide applicability and flexibility, we shall use these methods to reanalyze several different sets of data which were analyzed earlier by Coleman (1964), Lazarsfeld (1948, 1970), Goodman (1973a), and others. Except for some related conclusions in Goodman (1973a), the methods introduced herein lead to conclusions that are very different from those presented by the other researchers who had analyzed these data earlier.
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Journal of the American Statistical Association 68 (March): 165-75. . 1973d. "The Analysis of Systems of Qualitative Variables When Some of the Variables Are Unobservable. Part 2-the Use of Modified Latent Distance Models." . 1974. "Exploratory Latent Structure Analysis Using Both Identifiable and Unidentifiable Models." Biometrika, vol. 61, in press. Haberman, S. H. 1973. "Non-linear Programming and Frequency Tables Involving Indirect Observation." Unpublished manuscript. . 1974a. "Log-linear Models for Frequency Tables Derived by Indirect Observation: Maximum Likelihood Equations." Annals of Statistics, in press. . 1974b. The Analysis of Frequency Data. Chicago: University of Chicago Press. Koopmans, T. C. 1951. "Identification Problems in Latent Structure Analysis." Cowles Commission Discussion Paper: Statistics, no. 360. Lazarsfeld, P. F. 1948. "The Use of Panels in Social Research." Proceedings of the American Philosophical Society 92 (5): 405-10. Reprinted in P. F. 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关键字	Qualitative Variables ; Part I-A Modified Latent Structure Approach
发表所在刊物（或来源）	The American Journal of Sociology, Vol. 79, No. 5 (Mar., 1974), pp. 1179-1259
发表时间	Mar., 1974
适用研究领域	统计学
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