
Copies of lecture slides will usually appear here before each lecture.
It is recommended that you bring copies of the slides to each lecture.
The 4up slides would be best for this purpose.
Chapters 
Topic 
1up
slides 
4up
slides 

1 
Exponential families 
Chapter1.pdf 

2 
Sufficiency, Factorization Theorem, Minimal sufficiency 
Chapter2.pdf  
3 
Estimators, Minimum Variance Unbiased Estimators (MVUE) The CramérRao Lower Bound. 
Chapter3.pdf  
4 
Consequences of the CramérRao Lower Bound. Searching for a MVUE. RaoBlackwell Theorem, LehmannScheffé Theorem. 
Chapter4.pdf  
5 
The method of moments 
Chapter5.pdf  
6 
Bayesian Inference. 
Chapter6.pdf  
7 
Prior distributions. Hierarchical models. Predictive
distributions. 
Chapter7.pdf  
There will be UG classes
in weeks 3,5,7,8 (time and rooms on Minerva) .
Work should be handed in to the appropriate SB2.1 pigeon hole 48h before the class.
There will be MSc classes
in weeks 3,5,7,8 (Tuesday 10 am in LG.01) .
No work to be handed in.
Class 
Sheet 
Solutions 
Week 3 
ex1.pdf 
Solutions 1 
Week 5 
ex2.pdf  Solutions 2 
Week 7 
ex3.pdf  
Week 8 
ex4.pdf 