Cause-Effect Inference by Comparing Regression Errors.
Patrick BlöbaumDominik JanzingTakashi WashioShohei ShimizuBernhard SchölkopfPublished in: AISTATS (2018)
Keyphrases
- regression model
- bayesian networks
- inference process
- regression function
- data sets
- gaussian processes
- inference mechanism
- probabilistic inference
- error analysis
- regression problems
- simple linear
- estimation error
- errors occur
- regression methods
- support vector regression
- linear regression
- model selection
- pairwise
- information systems