MATH38062 Course Materials
Handouts
- Section 0 - Definitions and Results in Linear Algebra
- Section 1 - Introduction
- Section 2 - PCA
- Maths Exam Marks Dataset
- Section 3 - Cluster Analysis
- Section 4 - (a) The MVN Distribution
- (b) MVN Sampling Distributions
- (c) Maximum Likelihood Estimation for the MVN Distribution
- (d) The Generalized Likelihood Ratio Test
- (e) MVN Inference Part 1
- (f) MVN Inference Part 2
- (g) MVN Inference Part 3
- (h) MVN Inference Part 4
- (i) MVN Inference Part 5
Problem and Solution Sheets
- Example Sheet 1
- Example Sheet 2
- Example Sheet 3
- Example Sheet 4
- Example Sheet 5
- Example Sheet 6
- Example Sheet 7
Coursework for Level 3
Handouts for Level 4 and MSc
- Two Useful Discrete Distributions
- Discrete Multivariate Statistics Part 1
- Discrete Multivariate Statistics Part 2
- Discrete Multivariate Statistics Part 3
- Discrete Multivariate Statistics Part 4
- Discrete Multivariate Statistics Part 5
- The Singular Value Decomposition notes
- Discrete Multivariate Statistics Part 6
- Discrete Multivariate Statistics Part 7
- Discrete Multivariate Statistics Part 8
- Discrete Multivariate Statistics Part 9