Advanced Statistics for the Behavioral Sciences by Jonathon D. Brown

Author:Jonathon D. Brown
Language: eng
Format: epub
ISBN: 9783319935492
Publisher: Springer International Publishing

(8.3)

In this formula, p refers to the total number of parameters being estimated. Since one of the parameters is the variance (i.e., the residual sum of squares), p is equal to the number of regression coefficients (including the intercept if it is present) + 1.

Akaike’s method is biased when sample sizes are small, and several modifications have been developed to address the problem. The three most common are:the Finite Sample Corrected AIC (AICc);

(8.4)

the consistent AIC index (CAIC); and

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