Advanced statistics and applications
Additional Info
- ECTS credits: 6
- University: University of Nice - Sophia Antipolis
- Semester: 3
- Lecturer 1: D. Garreau
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Objectives:
This course focuses on three pillars of modern statistical inference: parameter estimation, hypothesis testing, and model selection. Its aim is to provide a good understanding of the current methods via a thorough treatment of the existing theoretical guarantees. A particular emphasis will be placed on the asymptotic setting
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Topics:
Estimation, Multiple Tests, Model Selection, Robustness
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Course units