Lecture

Regression Analysis: Interpretation and Applications

In course

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Description

This lecture covers the revision of multiple regression, the geometry of regression, and one-way ANOVA. It explains the interpretation of regression coefficients, the geometry of least squares, and the Pythagorean theorem. The lecture also delves into the analysis of variance, F-test, coefficient of determination, and adjusted coefficient of determination. It provides insights into regression estimation output, testing submodels, and the significance of explanatory variables in regression models.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_0lhp1rr2

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Ontological neighbourhood

Statistics

Data analysis: Regression analysis

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