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stat.ME2023
Multiply Robust Estimator Circumvents Hyperparameter Tuning of Neural Network Models in Causal Inference
Mehdi Rostami, Olli Saarela
Estimation of the Average Treatment Effect (ATE) is often carried out in 2 steps, wherein the first step, the treatment and outcome are modeled, and in the second step the predicti…
stat.ME2022
A Feature Selection Method that Controls the False Discovery Rate
Mehdi Rostami, Olli Saarela
The problem of selecting a handful of truly relevant variables in supervised machine learning algorithms is a challenging problem in terms of untestable assumptions that must hold…