Lecture

Regression Analysis: Model Selection and Diagnostic Tools

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Description

This lecture covers tools for regression analysis, including ANOVA, F-test, coefficient of determination, model selection, influential points, leverage, outliers, Cook's distance, and diagnostic plots like QQ-plot. It emphasizes the importance of model assessment and dealing with problematic data points.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_2tke7zdw

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Ontological neighbourhood

Statistics

Data analysis: Regression analysis

Industrial and production engineering

Industrial processes: Machine tool

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