MDI-220: Statistics
graduate course, Télécom Paris,
The objective of this course is to give students the tools needed to practice statistics and data analysis, by explaining the fundamental concepts: models, estimators, point estimation, interval estimation, construction principles (moments, likelihood), eligibility criteria (bias/variance, Cramer-Rao limits), decision procedures, hypothesis testing. The lectures will be illustrated with practical examples from statistical data analysis.