An Asymptotic Equation Linking WAIC and WBIC in Singular Models

Naoki Hayashi, Takuro Kutsuna, Sawa Takamuku

In statistical learning, models are classified as regular or singular depending on whether the mapping from parameters to probability distributions is injective. Most models with h…