An evaluation framework for comparing causal inference models

Author:

Kiriakidou Niki1,Diou Christos1

Affiliation:

1. Informatics and Telematics, Harokopio University of Athens, Greece

Publisher

ACM

Reference30 articles.

1. David  W Aha . 2013. Lazy learning . Springer Science & Business Media . David W Aha. 2013. Lazy learning. Springer Science & Business Media.

2. Ahmed Alaa and Mihaela Schaar . 2018 . Limits of estimating heterogeneous treatment effects: Guidelines for practical algorithm design . In International Conference on Machine Learning. PMLR, 129–138 . Ahmed Alaa and Mihaela Schaar. 2018. Limits of estimating heterogeneous treatment effects: Guidelines for practical algorithm design. In International Conference on Machine Learning. PMLR, 129–138.

3. Beate Bergmann and Gerhard Hommel . 1988. Improvements of general multiple test procedures for redundant systems of hypotheses . In Multiple Hypothesenprüfung/Multiple Hypotheses Testing . Springer , 100–115. Beate Bergmann and Gerhard Hommel. 1988. Improvements of general multiple test procedures for redundant systems of hypotheses. In Multiple Hypothesenprüfung/Multiple Hypotheses Testing. Springer, 100–115.

4. Leo Breiman . 2001. Random forests. Machine learning 45, 1 ( 2001 ), 5–32. Leo Breiman. 2001. Random forests. Machine learning 45, 1 (2001), 5–32.

5. BART: Bayesian additive regression trees

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