Meta-models as a straightforward approach to the sensitivity analysis of complex models
Published 2013 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Meta-models as a straightforward approach to the sensitivity analysis of complex models
Authors
Keywords
Boosted regression trees, Generalized linear models, Meta-models, Population viability analyses, Simulation model
Journal
POPULATION ECOLOGY
Volume 56, Issue 1, Pages 7-19
Publisher
Springer Nature
Online
2013-12-04
DOI
10.1007/s10144-013-0422-1
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Categorical Inputs, Sensitivity Analysis, Optimization and Importance Tempering withtgpVersion 2, anRPackage for Treed Gaussian Process Models
- (2015) Robert B. Gramacy et al. Journal of Statistical Software
- Three complementary methods for sensitivity analysis of a water quality model
- (2012) X.Y. Sun et al. ENVIRONMENTAL MODELLING & SOFTWARE
- On a collision course: competition and dispersal differences create no-analogue communities and cause extinctions during climate change
- (2012) M. C. Urban et al. PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
- Global sensitivity analysis of large-scale numerical landslide models based on Gaussian-Process meta-modeling
- (2011) Jeremy Rohmer et al. COMPUTERS & GEOSCIENCES
- Emulation techniques for the reduction and sensitivity analysis of complex environmental models
- (2011) Marco Ratto et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Model emulation and moment-independent sensitivity analysis: An application to environmental modelling
- (2011) E. Borgonovo et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Using population viability analysis to guide research and conservation actions for Australia's threatened malleefowl Leipoa ocellata
- (2011) Michael Bode et al. ORYX
- Removing erosion control projects increases bank swallow ( Riparia riparia ) population viability modeled along the Sacramento River, California, USA
- (2010) Evan H. Girvetz BIOLOGICAL CONSERVATION
- What are the key drivers of spread in invasive plants: dispersal, demography or landscape: and how can we use this knowledge to aid management?
- (2010) Shaun R. Coutts et al. BIOLOGICAL INVASIONS
- Combining a dispersal model with network theory to assess habitat connectivity
- (2010) Todd R. Lookingbill et al. ECOLOGICAL APPLICATIONS
- Implications of dispersal and life history strategies for the persistence of Linyphiid spider populations
- (2010) Leah R. Johnson ECOLOGICAL MODELLING
- Implementation and evaluation of nonparametric regression procedures for sensitivity analysis of computationally demanding models
- (2009) Curtis B. Storlie et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- SENSITIVITY OF POPULATION VIABILITY TO SPATIAL AND NONSPATIAL PARAMETERS USING GRIP
- (2008) J. M. R. Curtis et al. ECOLOGICAL APPLICATIONS
- A working guide to boosted regression trees
- (2008) J. Elith et al. JOURNAL OF ANIMAL ECOLOGY
- Estimating Sustainable Harvest in Wolverine Populations Using Logistic Regression
- (2008) Fredrik Dalerum et al. JOURNAL OF WILDLIFE MANAGEMENT
- Potential factors controlling the population viability of newly introduced endangered marble trout populations
- (2007) Simone Vincenzi et al. BIOLOGICAL CONSERVATION
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started