Hierarchical animal movement models for population-level inference

Basis Function Models for Animal Movement

(2016) Mevin B. Hooten et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Joint estimation over multiple individuals improves behavioural state inference from animal movement data

(2016) Ian Jonsen   Scientific Reports

Continuous-time discrete-space models for animal movement

(2015) Ephraim M. Hanks et al.   Annals of Applied Statistics

Animal movement constraints improve resource selection inference in the presence of telemetry error

(2015) Brian M. Brost et al.   ECOLOGY

A functional model for characterizing long-distance movement behaviour

(2015) Frances E. Buderman et al.   Methods in Ecology and Evolution

When to be discrete: the importance of time formulation in understanding animal movement

(2014) Brett T McClintock et al.   Movement Ecology

Estimating animal resource selection from telemetry data using point process models

(2013) Devin S. Johnson et al.   JOURNAL OF ANIMAL ECOLOGY

Fully Bayesian hierarchical modelling in two stages, with application to meta-analysis

(2013) David Lunn et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Fitting complex ecological point process models with integrated nested Laplace approximation

(2013) Janine B. Illian et al.   Methods in Ecology and Evolution

Direct fitting of dynamic models using integrated nested Laplace approximations — INLA

(2011) Ramiro Ruiz-Cárdenas et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Velocity-Based Movement Modeling for Individual and Population Level Inference

(2011) Ephraim M. Hanks et al.   PLoS One

Comparative interpretation of count, presence-absence and point methods for species distribution models

(2011) Geert Aarts et al.   Methods in Ecology and Evolution

Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology

(2010) David I. Warton et al.   Annals of Applied Statistics

Agent-Based Inference for Animal Movement and Selection

(2010) Mevin B. Hooten et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Animal ecology meets GPS-based radiotelemetry: a perfect storm of opportunities and challenges

(2010) F. Cagnacci et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Accuracy of ARGOS Locations of Pinnipeds at-Sea Estimated Using Fastloc GPS

(2010) Daniel P. Costa et al.   PLoS One

Examples of Adaptive MCMC

(2009) Gareth O. Roberts et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

The BUGS project: Evolution, critique and future directions

(2009) David Lunn et al.   STATISTICS IN MEDICINE

CONTINUOUS-TIME CORRELATED RANDOM WALK MODEL FOR ANIMAL TELEMETRY DATA

(2008) Devin S. Johnson et al.   ECOLOGY