applied regression analysis kupper ionship assuming a straight-line (linear) association. Multiple Regression: Extends linear regression to include multiple independent variables. Nonlinear Regression: Handles relationships that are not linear in parameters. Logistic Regression: Used when the dependent v A Andy Pagac Mar 7, 2026