STA 207 ADVANCED REGRESSION TECHNIQ

An introduction to simple linear regression, multiple linear regression, ordinary least squares estimation, model diagnostics, transformation of variables, weighted least squares estimation, variable selection, collinearity, and logistic regression. The course employs a case-study approach, with extensive use of statistical software to analyze real data and interpret the results of the analysis.