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Found 3 papers, 1 papers with code
Differentially Private Estimation of Heterogeneous Causal Effects
Our meta-algorithm can work with simple, single-stage CATE estimators such as S-learner and more complex multi-stage estimators such as DR and R-learner.
Auction Throttling and Causal Inference of Online Advertising Effects
Causally identifying the effect of digital advertising is challenging, because experimentation is expensive, and observational data lacks random variation.
Minimax Risk and Uniform Convergence Rates for Nonparametric Dyadic Regression
Second, we calculate (i) pointwise and (ii) uniform convergence rates for the dyadic analog of the familiar Nadaraya-Watson (NW) kernel regression estimator.
Statistics Theory Econometrics Statistics Theory 62G08, 49K35, 91D30
