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- W4283833718 abstract "We use a simulation study to compare three methods for adaptive experimentation: Thompson sampling, Tempered Thompson sampling, and Exploration sampling. We gauge the performance of each in terms of social welfare and estimation accuracy, and as a function of the number of experimental waves. We further construct a set of novel hybrid loss measures to identify which methods are optimal for researchers pursuing a combination of experimental aims. Our main results are: 1) the relative performance of Thompson sampling depends on the number of experimental waves, 2) Tempered Thompson sampling uniquely distributes losses across multiple experimental aims, and 3) in most cases, Exploration sampling performs similarly to random assignment." @default.
- W4283833718 created "2022-07-07" @default.
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- W4283833718 date "2022-07-01" @default.
- W4283833718 modified "2023-09-27" @default.
- W4283833718 title "A Comparison of Methods for Adaptive Experimentation" @default.
- W4283833718 doi "https://doi.org/10.48550/arxiv.2207.00683" @default.
- W4283833718 hasPublicationYear "2022" @default.
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