Finger exercises on data – Multicollinearity and factor analysis

How does multicollinearity affect a toy model under laboratory circumstances and what can be done about it

Background

Multicollinearity

Factor analysis

Correct number of factors

Scree plot of eigenvalues

Multiple regression with factors

Updating the factor model with new data

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