A Note on Performance of Conditional Akaike Information Criteria in Linear Mixed Models
نویسندگان
چکیده
منابع مشابه
Marginal and Conditional Akaike Information Criteria in Linear Mixed Models
In linear mixed models, the Akaike information criterion (AIC) is often used to decide on the inclusion of a random effect. An important special case is the choice between linear and nonparametric regression models estimated using mixed model penalized splines. We investigate the behavior of two commonly used versions of the AIC, derived either from the implied marginal model or the conditional...
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ژورنال
عنوان ژورنال: Communications for Statistical Applications and Methods
سال: 2015
ISSN: 2383-4757
DOI: 10.5351/csam.2015.22.5.507