Regression Tests and Models

Influence Diagnostics is a practical regression-checking method used to detect cases that strongly affect fitted values, coefficients, standard errors or model conclusions. This guide explains Cook’s Distance, leverage, studentized residuals, DFFITS, DFBETAS and COVRATIO with SPSS, R and Python interpretation.