Type-II Errors of Independence Tests Can Lead to Arbitrarily Large Errors in Estimated Causal Effects: An Illustrative Example

By Nicholas Cornia, Joris M. Mooij. 2014

14 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Bernhard Schölkopf
2. Yoshua Bengio
3. Francesco Locatello
4. Dominik Janzing
5. David Lopez-Paz
6. Niki Kilbertus
7. Giambattista Parascandolo
8. Sergey Levine

Citations in the corpus

• Avoiding Discrimination through Causal Reasoning (2017, background): “In any case, interpreting conditional dependences can be difficult in practice [22].”