Course teacher(s)
Maarten JANSEN (Coordinator)ECTS credits
5
Language(s) of instruction
english
Course content
1. multiple regression, model selection, elements of sparsity2. bootstrap3. monte carlo, MCMC4. elements of Bayesian statistical methods
Objectives (and/or specific learning outcomes)
The course concentrates on statistical methods with an important computational component
Teaching methods and learning activities
Face to face plus practical exercises on computers
References, bibliography, and recommended reading
See material on Université Virtuelle
Other information
Campus
Plaine
Evaluation
Method(s) of evaluation
- Personal work
Personal work
one take home exam
Mark calculation method (including weighting of intermediary marks)
The project is evaluated w.r.t. originality, correctness, being concise
Language(s) of evaluation
- english