A spatially varying stochastic differential equation model for animal movement

DOI10.1214/17-AOAS1113zbMath1405.62201arXiv1603.07630WikidataQ108369601 ScholiaQ108369601MaRDI QIDQ1624853

Ephraim M. Hanks, James C. Russell, Murali Haran, David P. Hughes

Publication date: 16 November 2018

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1603.07630

zbMATH Keywords

stochastic differential equationsanimal movementpotential surface\textit{Camponotus pennsylvanicus}

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Stochastic ordinary differential equations (aspects of stochastic analysis) (60H10) Ordinary differential equations and systems with randomness (34F05)

Related Items (6)

Guest editor's introduction to the special issue on ``Animal movement modeling ⋮ Modeling collective animal movement through interactions in behavioral states ⋮ Reflected stochastic differential equation models for constrained animal movement ⋮ Time-discretization approximation enriches continuous-time discrete-space models for animal movement ⋮ Modelling Ocean temperatures from bio-probes under preferential sampling ⋮ Varying-coefficient stochastic differential equations with applications in ecology

Uses Software

• R
• spBayes

Cites Work

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• Dynamic social networks based on movement
• A general science-based framework for dynamical spatio-temporal models
• Modelling particles moving in a potential field with pairwise interactions and an application
• Markov chain Monte Carlo: can we trust the third significant figure?
• A practical guide to splines
• A particle migrating randomly on a sphere
• Employing stochastic differential equations to model wildlife motion
• Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
• Continuous-time discrete-space models for animal movement
• Fixed-Width Output Analysis for Markov Chain Monte Carlo
• Handbook of Spatial Statistics
• Three months journeying of a Hawaiian monk seal
• Elephant-seal movements: Modelling migration

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