MAPS11

Model-based Inference of Population Structure

Course Timetable
MAPS11
Mon, April 4th The Basics of Inference in Population Genetics
Day #1
09:30 - 11:00 Basics of coalescent theory; method of moments estimation

11:00 - 11:30 Coffee Break
11:30 - 12:30 More genealogical modeling: likelihoods and Bayesian Inference.
12:30 - 14:00 Lunch Break
14:00 - 16:00 Practical Introduction to the R statistical scripting language
16:00 - 16:30 Tea Break
16:30 - 18:00 Coalescent simulations using ms and SPAms (I)
Tue, April 5th Population Structure and Assignment
Day #2
09:30 - 11:00 Coalescent simulations using ms and SPAms (II)
11:00 - 11:30 Coffee Break
11:30 - 12:30 Introduction to assignment and to Structure
12:30 - 14:00 Lunch Break
14:00 - 16:00 Practicals: use of Structure (I)
16:00 - 16:30 Tea Break
16:30 - 18:00 Practicals: use of Structure (II) /Discussion and Summary of the first two days
Wed, April 6th Genealogical modeling in depth
Day #3
09:30 - 11:00 MCMC (Monte Carlo Markov Chain), IS (Importance Sampling), ABC (Approximate Bayesian Computation): what's it all about?
11:00 - 11:30 Coffee Break
11:30 - 12:30 Practicals: IS, MCMC and ABC with examples using R, ms and other simulation programs (I)
12:30 - 14:00 Lunch Break
14:00 - 16:00 Practicals: IS, MCMC and ABC with examples using R, ms and other simulation programs (II)
16:00 - 16:30 Tea Break
16:30 - 18:00 Practicals: IS, MCMC and ABC with examples using R, ms and other simulation programs (III)
Thu, April 7th Inferring demographic history
Day #4
09:30 - 11:00 Practicals: use of Bottleneck and Msvar (I)
11:00 - 11:30 Coffee Break
11:30 - 12:30 Practicals: use of Bottleneck and Msvar (II)
12:30 - 14:00 Lunch Break
14:00 - 16:00 Practicals: use of IM
16:00 - 16:30 Tea Break
16:30 - 18:00 Final Discussion / Course Wrap Up
Course Homepage

Instituto Gulbenkian de Ciência,

Apartado 14, 2781-901 Oeiras, Portugal

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Last updated:   March 4th 2011