- The cancelled lecture from Monday February 17 has been rescheduled for Monday February 24 at 17:00.

- Monday, 16:00-17:00, LG01 Department of Statistics
- Tuesday, 11-12:00, LG01 Department of Statistics.

- Wednesday, weeks 2,5,7, TT1 09:30-11:00 @ LG04
- Thursday, weeks 2,5,7, TT1 09:00-10:30 @ LG04
- Thursday, weeks 2,5,7, TT1 10:30-11:00 @ LG04

- Wedensday, weeks 3, 5, 7, 8 10-11:00

- Problem Sheet 0, this is a preparatory problem sheet covering some prerequisites, Solutions.
- Problem Sheet 1, Due Monday, wk 2 @ 9 a.m. (UG only), Solutions.
- Problem Sheet 2, Due Monday, wk 5 @ 9 a.m. (UG only), Solutions.
- Problem Sheet 3, Due Monday, wk 7 @ 9 a.m. (UG only), Solutions.
- Problem Sheet 4, Solutions.

- Exercise_1.3.1 and R-code
- Exercise_2.1.1 and R-code
- Exercise_2.1.2.1 and R-code
- Exercise_2.1.2.2 and R-code
- Exercise_2.1.3 and R-code

These may be updated as we go. Note that Reversible Jump MCMC is no longer in the syllabus and will be replaced by Hamiltonian Monte Carlo. This is in the second part of the course, starting in week 5 which will be taught by Dr. Daniel Paulin.

- Chapter 1
- Chapter 2
- Chapter 3
- Chapter 4
- Chapter 5
- Chapter 6
- Chapter 7 (old reversible jump MCMC no longer in the syllabus)
- Chapter 7
- Chapter 8
- Chapter 9

These will be updated as we go, however only minor changes will be made. Feel free to use these to prepare ahead of the lecture.

- Lecture 1
- Lecture 2
- Lecture 3
- Lecture 4
- Lecture 5
- Lecture 6
- Lecture 7
- Lecture 8
- Lecture 9
- Lectures 10 and 11
- Lecture 12
- Lecture 13
- Lecture 14
- Lecture 15
- Lecture 16

These will be updated as we go, however only minor changes will be made. Feel free to use these to prepare ahead of the lecture.

Disclaimer This course is based on the material developed by previous instructors, including Arnaud Doucet, Pierre E. Jacob, RĂ©mi Bardenet, George Deligiannidis, Lawrence M. Murray, Tigran Nagapetyan, Patrick Rebeschini, Paul Vanetti and Daniel Paulin.