Convergence properties of data augmentation algorithms for high-dimensional robit regression

Sourav Mukherjee, Kshitij Khare, Saptarshi Chakraborty

The logistic and probit link functions are the most common choices for regression models with a binary response. However, these choices are not robust to the presence of outliers/u…