Robust and Accurate Inference via a Mixture of Gaussian and Student's t Errors

Hyungsuk Tak, Justin A. Ellis, Sujit K. Ghosh

A Gaussian measurement error assumption, i.e., an assumption that the data are observed up to Gaussian noise, can bias any parameter estimation in the presence of outliers. A heavy…