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Asymptotically optimal allocation of stratified sampling with adaptive variance reduction by strata

โœ Scribed by Kawai, Reiichiro


Book ID
121681352
Publisher
Association for Computing Machinery
Year
2010
Tongue
English
Weight
170 KB
Volume
20
Category
Article
ISSN
1049-3301

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Asymptotically optimal allocation of str
โœ Kawai, Reiichiro ๐Ÿ“‚ Article ๐Ÿ“… 2010 ๐Ÿ› Association for Computing Machinery ๐ŸŒ English โš– 170 KB

To enhance efficiency in Monte Carlo simulations, we develop an adaptive stratified sampling algorithm for allocation of sampling effort within each stratum, in which an adaptive variance reduction technique is applied. Given the number of replications in each batch, our algorithm updates allocation