Understanding and diagnosing the potential for bias when using machine learning methods with doubly robust causal estimators.

Bahamyirou, Asma

Understanding and diagnosing the potential for bias when using machine learning methods with doubly robust causal estimators. [electronic resource] - Statistical methods in medical research 06 2019 - 1637-1650 p. digital

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

1477-0334

10.1177/0962280218772065 doi


Bias
Causality
Humans
Machine Learning
Models, Statistical
Probability
Propensity Score