The analysis of three-way contingency tables by three-mode association models |
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Authors: | Carolyn J. Anderson |
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Affiliation: | (1) University of Illinois at Urbana-Champaign, USA;(2) Department of Educational Psychology, University of Illinois, 210 Education Building, 1310 S. Sixth Street, 61820 Champaign, IL |
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Abstract: | TheRC(M) association model (Goodman, 1979, 1985, 1986, 1991) is useful for analyzing the relationship between the variables of a 2-way cross-classification. The models presented here are generalizations of theRC(M) association model for 3-way tables. The family of models proposed here, 3-mode association models, use Tucker's 3-mode components model (Tucker, 1964, 1966; Kroonenberg, 1983) to represent either the three factor interaction or the combined effects of two and three factor interactions. An example from a study in developmental psychology (Kramer & Gottman, 1992) is provided to illustrate the usefulness of the proposed models.I thank Stanley Wasserman, Laurie Kramer, Ulf Böckenholt, Larwence Hubert, Jeffrey Tanaka, and five anonymous reviewers for valuable comments. |
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Keywords: | loglinear modes association models three-factor interactions Tucker's 3-mode components model |
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