Lecture

Direct LiNGAM Algorithm

In course

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Description

This lecture covers the Direct LiNGAM Algorithm, which involves initializing a list, performing least squares regression, finding the most independent variable, and determining the causal order. It also discusses the estimation of causal orders and the minimization of residuals.

Official source

https://mediaspace.epfl.ch/media/0_ujoootu1

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Ontological neighbourhood

Statistics

Data analysis: Regression analysis

Mathematics

Algebra: Linear algebra

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