Question: why lower aic is better?
Answer: 10.2. Akaike information criterion (AIC) (Akaike, 1974) is a fined technique based on in-sample fit to estimate the likelihood of a model to predict/estimate the future values. ... A lower AIC or BIC value indicates a better fit.