MAT 167 Elements of Statistics**

Basic concepts of descriptive and inferential statistics with applications in business, economics, the natural sciences, and the social and behavioral sciences. Topics include methods of data collection, sampling techniques, probability distributions, confidence intervals, hypothesis testing, regression and correlation, and various parametric and non-parametric statistical tests. 

3 hours lecture.