Modeling interdependent animal movement in continuous time

DOI10.1111/biom.12454zbMath1419.62418OpenAlexW2252783121WikidataQ50726618 ScholiaQ50726618MaRDI QIDQ5739253

Paul G. Blackwell, Mu Niu, Anna Skarin

Publication date: 15 July 2016

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/biom.12454

zbMATH Keywords

stochastic differential equationBayesian inferenceanimal movementOrnstein-Uhlenbeck bridgemultivariate Ornstein-Uhlenbeck process

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Applications of Brownian motions and diffusion theory (population genetics, absorption problems, etc.) (60J70) Animal behavior (92D50)

Related Items (7)

Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges ⋮ Detecting changes in dynamic social networks using multiply-labeled movement data ⋮ Modelling group movement with behaviour switching in continuous time ⋮ Continuous-time modelling of behavioural responses in animal movement ⋮ Constraint Ornstein-Uhlenbeck bridges ⋮ A Langevin dynamics approach to the distribution of animal move lengths ⋮ New formulation of the logistic-Gaussian process to analyze trajectory tracking data

Uses Software

• R
• expm

Cites Work

• Unnamed Item
• Modelling particles moving in a potential field with pairwise interactions and an application
• Bayesian inference for Markov processes with diffusion and discrete components
• The Calculation of Posterior Distributions by Data Augmentation
• Analysis of Radio Telemetry Data in Studies of Home Range
• Bayesian Measures of Model Complexity and Fit
• Weak Convergence Results for a Class of Multivariate Markov Processes

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