A Concise Course in Advanced Level Statistics: With Worked Examples

1. Representation and summary of data 2. Regression and Correlation 3. Probability 4. Probability distribution 1 - discrete variables 5. Special discrete probability distributions 6. Probability distributions II - continuous variables 7. The normal distribution 8. Linear combinations of normal variables 9. Sampling and estimation 10. Hypothesis tests - discrete distributions 11. Hypothesis testing - z tests and t-tests 12. The x2 significance test 13. Further significance tests (including non-parametric tests)