Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation-Reference-Cited by-同舟云学术

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Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation

Published:2018-01 Issue:4 Volume:6 Page:1685-1706
ISSN:2166-2525
Container-title:SIAM/ASA Journal on Uncertainty Quantification
language:en
Short-container-title:SIAM/ASA J. Uncertainty Quantification

Author:

Fadikar Arindam^ORCID,Higdon Dave,Chen Jiangzhuo,Lewis Bryan,Venkatramanan Srinivasan^ORCID,Marathe Madhav

Funder

Defense Threat Reduction Agency

National Science Foundation

Intelligence Advanced Research Projects Activity

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Discrete Mathematics and Combinatorics,Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Link

https://epubs.siam.org/doi/pdf/10.1137/17M1161233

Reference42 articles.

1. Efficient History Matching of a High Dimensional Individual-Based HIV Transmission Model

2. Bayesian History Matching of Complex Infectious Disease Models Using Emulation: A Tutorial and a Case Study on HIV in Uganda

3. Computer model validation with functional output

4. Agent-based modeling: Methods and techniques for simulating human systems

5. Learning about physical parameters: the importance of model discrepancy

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