Statistics II - Course Notes with Examples

The 4-year degree I am studying for is Bachelor of Science in Financial Mathematics. These notes were part of my 2nd-year module, Statistics II.. The course built on a previous module, Statistics II, exploring statistics at an intermediate to advanced level. The course covered the topics: Confidence Intervals, Hypothesis Testing, Two-sample Hypothesis Testing, Chi-Squared Goodness of Fit Test, Chi-squared test of Independence, Correlation, Linear Regression, Analysis of Variance, Multiple Linear Regression and Bayesian Statistics. These notes are ideal for anyone studying Statistics at an intermediate to advanced level. The notes themselves are not a "copy and paste of the course content. Included in the notes are definitions & explanations of all terms in the course, theorems & proofs and are complete with examples of workings that you may see in exams with full solutions.