TrainingsMasterMathématiques et applicationsCoursesAdvanced statistics

Master Mathématiques et applicationsUE Advanced statistics

Content

This course will tackle advanced notions in statistics such as :

  • Statistical inference (fundamental concepts, estimators, intervals and tests, quadratic error, bias and variance)confidence
  • Likelihood (Fisher information, likelihood ratio test)
  • Exponential family
  • Convergence
  • Multivariate Gaussian distributions

Language used

Main language used by this course: Anglais.

Structure and organisation

Lectures will provide a summary of basic concepts, which will be applied in practicals and in personal homework.

Volume of teachings

  • Lectures: 6 hours
  • Tutorials: 6 hours
  • Pratical works: 6 hours

The trainings which use this course