A Primer on the Analysis of Randomized Experiments and a Survey of some Recent Advances
The past two decades have witnessed a surge of new research in the analysis of
randomized experiments. The emergence of this literature may seem surprising given the …
randomized experiments. The emergence of this literature may seem surprising given the …
Experimental design for causal inference through an optimization lens
J Zhao - … in Operations Research: Smarter Decisions for a …, 2024 - pubsonline.informs.org
The study of experimental design offers tremendous benefits for answering causal questions
across a wide range of applications, including agricultural experiments, clinical trials …
across a wide range of applications, including agricultural experiments, clinical trials …
Low-order outcomes and clustered designs: combining design and analysis for causal inference under network interference
Variance reduction for causal inference in the presence of network interference is often
achieved through either outcome modeling, which is typically analyzed under unit …
achieved through either outcome modeling, which is typically analyzed under unit …