Conditional log-linear structures for log-linear modelling

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Fienberg and Kim [1999. J. Amer. Statist. Assoc. 94 (445), 229-239] investigated the relationship between a log-linear model (LLM) and its conditional log-linear model (CLLM). While they considered a single conditional variable, we explored the relationship further considering multiple conditional variables. It is shown that we can find the exact model structure of an LLM from the sets of CLLMs of the LLM conditional on some sets of variables under a certain condition for the conditional sets. A graphical interpretation of the relation is presented when the LLM is graphical. The results are applied effectively for analyzing categorical real data from a lecture evaluation. (c) 2005 Elsevier B.V. All rights reserved.
Publisher
ELSEVIER SCIENCE BV
Issue Date
2006-04
Language
English
Article Type
Article
Citation

COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.50, no.8, pp.2044 - 2064

ISSN
0167-9473
DOI
10.1016/j.csda.2005.03.009
URI
http://hdl.handle.net/10203/89868
Appears in Collection
MA-Journal Papers(저널논문)
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