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