These are H1 graded QM2 exam summary notes that cover all the lectures and statistical tests from week 1 to 12. Covered lectures are:
- Week 1: Estimation and Hypothesis Testing of a Population Mean
- Week 2: Desirable Properties of Point Estimators
- Week 3: Comparing Two Population Central Locations – Parametric and Non-parametric Techniques
- Week 4: Chi-square, t and F distributions, Inferences about Population Variances and Proportions
- Week 5: One-way ANOVA based on independent samples and randomised blocks (parametric and non-parametric)
- Week 6: Chi-squared tests for the analysis of frequencies, Measures of Association
- Week 7/8: Linear Regression, General F-test, Multicollinearity
- Week 9/10: Heteroscedasticity, Dummy Variables in Regression Models
- Week 11/12: Regression analysis with time series, Stochastic processes
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