Greetings, everyone
While working in gretl I noticed that there's no
adjustment for the Akaike Information Criterion for small
samples nor corrected for bias (I think this one is not that
important). Although itīs fairly easy to do it, couldn't
help but wonder if it would be possible to create the
function for both and maybe include the AIC for small
samples in the Model information alongside the other
Information Criteria.
Here's a little script for both adjustments of the AIC
(after esmimating a model):
#Akaike information criterion corrected for bias
AICbias=-2*$lnl + (2*($ncoeff)*$T/($T-$ncoeff-1))
#AIC for small samples
AICc=$aic+(2*($ncoeff)*($ncoeff+1)/($T-$ncoeff-1))