[PDF][PDF] Policy design in experiments with unknown interference
D Viviano - 2022 - aeaweb.org
This paper studies experimental designs for estimation and inference on welfaremaximizing
policies in the presence of spillover effects. I consider a setting where units are organized …
policies in the presence of spillover effects. I consider a setting where units are organized …
[图书][B] Essays in Policy Design and Statistical Inference
D Viviano - 2022 - search.proquest.com
This thesis is devoted to designing and analyzing statistical decision rules to improve public
policy. The first three chapters study the estimation and inference of welfare-maximizing …
policy. The first three chapters study the estimation and inference of welfare-maximizing …
Adaptive Doubly Robust Estimator from Non-stationary Logging Policy under a Convergence of Average Probability
M Kato - arXiv preprint arXiv:2102.08975, 2021 - arxiv.org
Adaptive experiments, including efficient average treatment effect estimation and multi-
armed bandit algorithms, have garnered attention in various applications, such as social …
armed bandit algorithms, have garnered attention in various applications, such as social …
Optimized Batch Policy Evaluation in the Presence of Monotone Responses
W Dong - 2021 - era.library.ualberta.ca
In batch policy evaluation the goal is to predict the value of a policy given some historical
data. A specific example, which motivated the approach pursued in this thesis, is to predict …
data. A specific example, which motivated the approach pursued in this thesis, is to predict …