UE Numerical methods

Degrees incorporating this pedagocial element :

Description

Methods of statistical analysis and simulations. Overview over advanced statistical techniques for data analysis and introduction to various simulation techniques including molecular dynamics simulations, Monte Carlo methods and numerical solutions of differential equations.

Prerequisites

Basic knowledge on statistical analysis, M1

Bibliography

K. Protassov, Analyse statistique de données expérimentales, EDP Sciences 2002

RAVIART,P.-A. et J.-M.THOMAS, Introduction à l’analyse numérique des équations aux dérivées partielle

M.J. de Smith, Statistical Analysis Handbook, 2015 (http://www.statsref.com/HTML/?navigation.html)