Lecture

Linear Regression: Causality and Model Interpretation

Description

This lecture covers the linear regression by least squares method, focusing on the hypothetico-deductive approach, causality, and mental models. It discusses the geometric interpretation, variance of coefficients, empirical models, and the development of Taylor polynomials.

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Official source

https://mediaspace.epfl.ch/media/0_tnvio9r5

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Ontological neighbourhood

Statistics

Data analysis: Regression analysis

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