Switching Regression Models and Causal Inference in the Presence of Discrete Latent Variables

Rune Christiansen, Jonas Peters

Given a response $Y$ and a vector $X=(X^1,\dots ,X^d)$ of $d$ predictors, we investigate the problem of inferring direct causes of $Y$ among the vector $X$. Models for $Y$ that…