Computationally efficient statistical differential equation modeling using homogenization

DOI10.1007/s13253-013-0147-9zbMath1303.62075OpenAlexW1984126495WikidataQ56481145 ScholiaQ56481145MaRDI QIDQ486056

Martha J. Garlick, James A. Powell, Mevin B. Hooten

Publication date: 14 January 2015

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13253-013-0147-9

zbMATH Keywords

partial differential equationmulti-scale analysisupscalingchange of supportharmonic meanspatio-temporal model

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12) Bayesian inference (62F15) Ecology (92D40)

Related Items (1)

28 models later: model competition and the zombie apocalypse

Uses Software

• R

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach
• Comparison of three models predicting developmental milestones given environmental and individual variation
• Poisson point process models solve the ``pseudo-absence problem for presence-only data in ecology
• A general science-based framework for dynamical spatio-temporal models
• Homogenization of large-scale movement models in ecology
• The Fokker-Planck equation. Methods of solution and applications.
• Model analysis of spatial patterns in mountain pine beetle outbreaks
• Diffusion and ecological problems: Modern perspectives.
• Mathematical biology. Vol. 1: An introduction.
• Assessing first-order emulator inference for physical parameters in nonlinear mechanistic models
• Multiscale modeling. A Bayesian perspective
• Models for Bounded Systems with Continuous Dynamics
• A NOVEL METHOD OF FITTING SPATIO‐TEMPORAL MODELS TO DATA, WITH APPLICATIONS TO THE DYNAMICS OF MOUNTAIN PINE BEETLES
• Computer Model Calibration Using High-Dimensional Output
• Spatiotemporal Hierarchical Bayesian Modeling Tropical Ocean Surface Winds
• Combining Incompatible Spatial Data
• Inference for Deterministic Simulation Models: The Bayesian Melding Approach
• Multiscale Methods
• Multi-scale and hidden resolution time series models

This page was built for publication: Computationally efficient statistical differential equation modeling using homogenization