Information Criteria Fail for Dynamical Systems: Sampling Rate and Dimension Dependence

Kumar Utkarsh, Daniel M. Abrams

Information criteria such as Akaike's (AIC) and Bayes' (BIC) are widely used for model selection in physics and beyond, quantifying the tradeoff between model complexity and goodne…