Invariant Causal Prediction for Sequential Data

Niklas Pfister, Peter Bühlmann, Jonas Peters

We investigate the problem of inferring the causal predictors of a response $Y$ from a set of $d$ explanatory variables $(X^1,\dots ,X^d)$. Classical ordinary least squares regressi…