An efficient protocol for the global sensitivity analysis of stochastic ecological models

An efficient protocol for the global sensitivity analysis of stochastic ecological models

Abstract Stochastic simulation models requiring many input parameters are widely used to inform the management of ecological systems. The interpretation of complex models is aided by global sensitivity analysis, using simulations for distinct parameter sets sampled from multidimensional space. Ecolo...

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Bibliographic Details
Main Authors: Thomas A. A. Prowse, Corey J. A. Bradshaw, Steven Delean, Phillip Cassey, Robert C. Lacy, Konstans Wells, Matthew E. Aiello‐Lammens, H. R. Akçakaya, Barry W. Brook
Format: Article
Language:English
Published: Wiley 2016-03-01
Series:Ecosphere
Subjects:
boosted regression trees
ecological model
emulator
global sensitivity analysis
metamodel
parameter uncertainty
Online Access:https://doi.org/10.1002/ecs2.1238

Internet

https://doi.org/10.1002/ecs2.1238

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