Search Results - subject:"stepwise regression"

Model selection procedures in social research: Monte-Carlo simulation results

Raffalovich, Lawrence; Deane, Glenn; Armstrong, David; … - In: Journal of Applied Statistics 35 (2008) 10, pp. 1093-1114

criterion (BIC), adjusted R2, Mallows' Cp, Akaike information criteria (AIC), AICc, and stepwise regression] using Monte …

Persistent link: https://www.econbiz.de/10005492094

Model Selection Using Information Theory and the MDL Principle

Stine, Robert A. - In: Sociological Methods & Research 33 (2004) 2, pp. 230-260

Information theory offers a coherent, intuitive view of model selection. This perspective arises from thinking of a statistical model as a code, an algorithm for compressing data into a sequence of bits. The description length is the length of this code for the data plus the length of a...

Persistent link: https://www.econbiz.de/10010789425

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