Course Contents:

Simple Linear Regression and Correlation. Model Adequacy Checking. Multiple Linear Regression. Indicator Variables. Variable Selection and Model Building.

References:

Chatterjee, S. and Hadi, A.S., 2012, Regression Analysis by Example, John Wiley & Sons, Inc., New Jersey.

Kutner, M.H., Nater, J., Nachtsheim, C.J., and Li, W., 2005, Applied Linear Statistical Models, McGraw-Hill/Irwin, New York.

Montgomery, D.C., Peck, E.A., and Vining, G.G., 2012, Introduction to Linear Regression Analysis, John Wiley & Sons, Inc., New Jersey.

Weisberg, S., 2014, Applied Linear Regression, John Wiley & Sons, Inc., New Jersey.