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Bayesian derivation of Akaike's information criterion

1991
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Akaike’s Information Criterion (AIC) and the Third Variance

2013
One statistic in selecting a multiple regression equation is Mallows’ C p , which is an approximation of the error variance of the estimates given by a multiple regression equation. This error variance multiplied by n is written as $$\displaystyle\begin{array}{rcl} E{\Bigl [\sum _{i=1}^{n}{(\hat{y}_{ i} - E[y_{i}])}^{2}\Bigr ]}& =& E{\Bigl [{\bigl (
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Akaike's information criterion and Schwarz's criterion [PDF]

open access: possibleStata Technical Bulletin, 1999
Aurelio Tobias, Michael J. Campbell
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