Statistical Inference: Exponential Families and Likelihoods

In course

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Description

This lecture covers statistical inference topics related to exponential families, likelihood functions, and model regularity conditions. It discusses the challenges of non-regular models, composite likelihoods, and empirical likelihoods. The instructor explains the importance of likelihood-based approaches, their strengths, weaknesses, and practical applications in various statistical scenarios.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_lckvi9rx

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Statistics

Statistical inference: Mathematical statistics

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