统计The Log-Multiplicative Layer Effect Model for Comparing Mobility Tables

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The Log-Multiplicative Layer Effect Model for Comparing Mobility Tables

文献名称	The Log-Multiplicative Layer Effect Model for Comparing Mobility Tables
文献作者	Yu Xie
作者所在单位	University of Michigan
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	I propose the log-multiplicative layer effect modelfor comparing mobility tables. The model constrains cross-table variation in the origin-destination association to be the log-multiplicative product of a common association pattern and a table-specific parameter. Like Yamaguchi's (1987) uniform layer effect model, the log-multiplicative layer effect model provides one-parameter tests and thus facilitates analysis of the difference in "vertical mobility" between two mobility tables. Compared to the uniform layer effect model, the log-multiplicative layer effect model is far more flexible in specifying the origin-destination association. Virtually all two-way mobility models can be incorporated into the log-multiplicative layer effect model while retaining their usual interpretability.A ll that is required is that the tables being compared have a common pattern for the origin-destination association. Properties of the new model are demonstrated using three data sets previously analyzed in comparative mobility research. The same methodology can be generalized to the analysis of multiple twoway contingency tables if the two-way association of primary interest is specified tofollow a common pattern, albeit with different levels, across the tables.
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关键字	The Log-Multiplicative Layer Effect Model ;Comparing Mobility Tables
发表所在刊物（或来源）	American Sociological Review, Vol. 57, No. 3 (Jun., 1992), pp. 380-395
发表时间	Jun., 1992
适用研究领域	统计学
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