Książka Lectures on Probability Theory and Statistics Simon Tavare

Lectures on Probability Theory and Statistics

Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 13-18 dni
243.06
This volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25,...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2004
strony
316
EAN
9783540208327
ISBN
3540208321
Enbook ID
05273707
Waga
480
Wymiary
155 x 235 x 22

Pełny opis

This volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001). Simon Tavaré lectures serve as an introduction to the coalescent, and to inference for ancestral processes in population genetics. The stochastic computation methods described include rejection methods, importance sampling, Markov chain Monte Carlo, and approximate Bayesian methods. Ofer Zeitouni`s course on "Random Walks in Random Environment" presents systematically the tools that have been introduced to study the model. A fairly complete description of available results in dimension 1 is given. For higher dimension, the basic techniques and a discussion of some of the available results are provided. The contribution also includes an updated annotated bibliography and suggestions for further reading. Olivier Catoni's course appears separately.

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