Abstract
AIC (Akaike's Information Criterion) uses the maximum likelihood estimator of variance when errors are independent and identically distributed normally. However, the unbiased estimator of variance can be adoped. This modified AIC is called AIC'. Furthermore, when the variance of error is adjustable, the resultant variance is different from the maximum likelihood estimator and the unbiased estimator.
