Introduction to Statistical Modeling

Topics will include exploratory data analysis, correlation, linear and multiple regression, design of experiments, basic probability, the normal distribution, sampling distributions, estimation, hypothesis testing and randomization approach to inference. Exploratory graphical methods, model building and model checking techniques will be emphasized with extensive use of statistical software for data analysis.