Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.

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Why is post treatment bias a bias and not just multicollinearity?

In this presentation by Gary King, he discusses post treatment bias as follows: Post treatment bias occurs: when controlling away for the consequences of treatment when causal ordering ...
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Predicting score in the presence of latent variables

Given a dataset with the attributes (hour_of_day, day_of_week, performance) where performance is a function of ...