Credits: 3Methodology of regression analysis, including matrix formulation, inferences on parameters, multiple regression, non-linear regression, outlier detection, diagnostics, and multicollinearity. Prerequisites: STAT 441 or STAT 541, STAT 482 or STAT STAT 582.