Targeted L1-Regularization and Joint Modeling of Neural Networks for Causal Inference
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DOI: 10.3390/e24091290
Abstract: The calculation of the Augmented Inverse Probability Weighting (AIPW) estimator of the Average Treatment Effect (ATE) is carried out in two steps, where in the first step, the treatment and outcome are modeled, and in… read more here.
Keywords: aipw estimator; targeted regularization; regularization joint; treatment ... See more keywords