Generalised Linear Models: Regression with Exponential Family Responses

In course

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Description

This lecture covers Generalised Linear Models (GLM) focusing on regression with exponential family responses. It explains the formulation of GLM, the natural link function, and the likelihood estimation using IRLS algorithm.

Instructors (2)

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Official source

https://mediaspace.epfl.ch/media/0_50h9jzh7

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Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics, Statistical hypothesis testing

Data analysis: Regression analysis

Mathematics

Algebra: Linear algebra

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