Statistical methods (STAT 105)

- Some Statistical distributions
- Sampling distributions
- Central limit theorem
- Chebychev's inequality
- Interval estimation
- Testing hypotheses (two populations case)
- Introduction to experimental designs (CRD and RBD)
- Analysis of variance (one and two ways)
- Regression (simple)
- Correlation (Pearson and Spearman)
- Chi square tests and application
- Some nonparametric tests

Reference:

Probability and Statistics for Engineering and the Sciences, (8th edition) by Jay L. Devore. Duxbury Press, 2003