Adaptive Influence Diagnostics in High-Dimensional Regression

Abdul-Nasah Soale, Adewale Lukman

An adaptive Cook's distance (ACD) for diagnosing influential observations in high-dimensional single-index models with multicollinearity and outlier contamination is proposed. ACD…