Efficient History Matching of a High Dimensional Individual-Based HIV Transmission Model-Reference-Cited by-同舟云学术

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

Published:2017-01 Issue:1 Volume:5 Page:694-719
ISSN:2166-2525
Container-title:SIAM/ASA Journal on Uncertainty Quantification
language:en
Short-container-title:SIAM/ASA J. Uncertainty Quantification

Author:

Andrianakis Ioannis,McCreesh Nicky,Vernon Ian,McKinley Trevelyan J.,Oakley Jeremy E.,Nsubuga Rebecca N.,Goldstein Michael,White Richard G.

Funder

Bill and Melinda Gates Foundation

European and Developing Countries Clinical Trials Partnership

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

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

Link

https://epubs.siam.org/doi/pdf/10.1137/16M1093008

Reference27 articles.

1. The effect of the nugget on Gaussian process emulators of computer models

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

3. Particle Markov chain Monte Carlo methods

4. Diagnostics for Gaussian Process Emulators

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

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