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http://dx.doi.org/10.5351/CKSS.2003.10.2.291

Outlying Cell Identification Method Using Interaction Estimates of Log-linear Models  

Hong, Chong Sun (Department of Statistics, Sungkyunkwan University)
Jung, Min Jung (Research & Research, Inc.)
Publication Information
Communications for Statistical Applications and Methods / v.10, no.2, 2003 , pp. 291-303 More about this Journal
Abstract
This work is proposed an alternative identification method of outlying cell which is one of important issues in categorical data analysis. One finds that there is a strong relationship between the location of an outlying cell and the corresponding parameter estimates of the well-fitted log-linear model. Among parameters of log-linear model, an outlying cell is affected by interaction terms rather than main effect terms. Hence one could identify an outlying cell by investigating of parameter estimates in an appropriate log-linear model.
Keywords
Contingency table; Identification; Interaction; Log-linear model; Main effect; Outlying cell; Residual.;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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