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Generation of all randomizations using circuits

Pesce, Elena, Rapallo, Fabio, Riccomagno, Eva and Wynn, Henry P. ORCID: 0000-0002-6448-1080 (2022) Generation of all randomizations using circuits. Annals of the Institute of Statistical Mathematics. ISSN 0020-3157

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Identification Number: 10.1007/s10463-022-00860-4

Abstract

After a rich history in medicine, randomized control trials (RCTs), both simple and complex, are in increasing use in other areas, such as web-based A/B testing and planning and design of decisions. A main objective of RCTs is to be able to measure parameters, and contrasts in particular, while guarding against biases from hidden confounders. After careful definitions of classical entities such as contrasts, an algebraic method based on circuits is introduced which gives a wide choice of randomization schemes.

Item Type: Article
Official URL: https://www.springer.com/journal/10463
Additional Information: © 2022 The Institute of Statistical Mathematics, Tokyo.
Divisions: Statistics
Subjects: H Social Sciences > HA Statistics
Q Science > QA Mathematics
Date Deposited: 24 Jan 2023 17:06
Last Modified: 19 Feb 2024 20:00
URI: http://eprints.lse.ac.uk/id/eprint/118011

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