Nearly Random Designs with Greatly Improved Balance

DOI10.48550/arXiv.1612.02315zbMath1464.62357arXiv1612.02315OpenAlexW2963528781WikidataQ127922251 ScholiaQ127922251MaRDI QIDQ88999

David Azriel, Abba M. Krieger, Adam Kapelner, David Azriel, Adam Kapelner, Abba M. Krieger

Publication date: 7 December 2016

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1612.02315

zbMATH Keywords

optimizationexperimental designoptimal experimental designrestricted randomization

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Theory of statistical experiments (62B15) Optimal statistical designs (62K05) Design of statistical experiments (62K99)

Related Items (10)

Harmonizing Optimized Designs With Classic Randomization in Experiments ⋮ Better experimental design by hybridizing binary matching with imbalance optimization ⋮ Rerandomization and optimal matching ⋮ Pair-Switching Rerandomization ⋮ Algorithmic obstructions in the random number partitioning problem ⋮ Rejective Sampling, Rerandomization, and Regression Adjustment in Survey Experiments ⋮ Optimal Rerandomization via a Criterion that Provides Insurance Against Failed Experiments ⋮ GreedyExperimentalDesign ⋮ Rerandomization: a complement or substitute for stratification in randomized experiments? ⋮ Gaussian discrepancy: a probabilistic relaxation of vector balancing

Uses Software

• R
• GreedyExperimentalDesign

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