6 citations · 6 across the 2 of their papers we have counts for
2 papers
stat.ME2021
The Bias-Variance Tradeoff of Doubly Robust Estimator with Targeted regularized Neural Networks Predictions
Mehdi Rostami, Olli Saarela, Michael Escobar
The Doubly Robust (DR) estimation of ATE can be carried out in 2 steps, where in the first step, the treatment and outcome are modeled, and in the second step the predictions are i…
stat.ME2021★ 6 cited
Normalized Augmented Inverse Probability Weighting with Neural Network Predictions
Mehdi Rostami, Olli Saarela
The estimation of Average Treatment Effect (ATE) as a causal parameter is carried out in two steps, where in the first step, the treatment and outcome are modeled to incorporate th…