open-connectome-classes / StatConn-Spring-2015-Info

introductory material
18 stars 4 forks source link

ERMM and AIC Comparison #172

Open imichaelnorris opened 9 years ago

imichaelnorris commented 9 years ago

We mentioned last class that the comparison of ICC and AIC would favor AIC since they were comparing it using an optimization of the likelihood, but AIC is a penalized likelihood function so it should always win. What's a way that we can compare ICC and AIC in an unbiased way?

mblohr commented 9 years ago

This link may be useful: http://stats.stackexchange.com/questions/86767/aic-bic-cic-dic-eic-fic-gic-hic-iic-can-i-use-them-interchangeably