UE Statistical methods for forecasting

Diplômes intégrant cet élément pédagogique :

Descriptif

 This course is related to mathematical and statistical methods for forecasting in supervised learning. We will present several tools and ingredients to predict the future value of a variable. We shall focus on methods for regression and methods for classification for inde- pendent or correlated training dataset. This course will be followed by four practical sessions with the R software.

Course outline: Introduction. Linear methods for regression. Non linear methods for regression. Supervised classification.

Informations complémentaires

Méthode d'enseignement : En présence
Lieu(x) : Grenoble
Langue(s) : Anglais