Multilevel Monte Carlo estimation of the expected value of sample information

We study Monte Carlo estimation of the expected value of sample information (EVSI), which measures the expected benefit of gaining additional information for decision making under uncertainty. EVSI is defined as a nested expectation in which an outer expectation is taken with respect to one random v...

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Bibliographic Details
Main Authors: Hironaka, T, Giles, M, Goda, T, Thom, H
Format: Journal article
Language:English
Published: Society for Industrial and Applied Mathematics 2020