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Designing Randomized Experiments to Predict Unit-Specific Treatment Effects.

When evaluating a program or policy, a randomized experiment is typically designed to test a single confirmatory hypothesis about the average treatment effect, although subgroup and moderator effects may also be explored. The resulting average treatment effect estimate is then reported in research c...

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Published in:Statistics & Public Policy Vol. 12; no. 1; pp. 1 - 19
Main Authors: Tipton, Elizabeth, Mamakos, Michalis
Format: Article
Published: Taylor & Francis Ltd Dec2025
Subjects:
Clinical trials
Treatment effectiveness
Generalizability theory
Sampling errors
Regression analysis
Online Access:View this record in EBSCOhost

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