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math.ST2018
Switching Regression Models and Causal Inference in the Presence of Discrete Latent Variables
Rune Christiansen, Jonas Peters
Given a response and a vector of predictors, we investigate the problem of inferring direct causes of among the vector . Models for that…
math.ST2018
The Hardness of Conditional Independence Testing and the Generalised Covariance Measure
Rajen D. Shah, Jonas Peters
It is a common saying that testing for conditional independence, i.e., testing whether whether two random vectors and are independent, given , is a hard statistical prob…