A Bayesian Markov Model with Pólya-Gamma Sampling for Estimating Individual Behavior Transition Probabilities from Accelerometer Classifications

State-switching continuous-time correlated random walks

(2019) Théo Michelot et al.   Methods in Ecology and Evolution

A novel biomechanical approach for animal behaviour recognition using accelerometers

(2019) Pritish Chakravarty et al.   Methods in Ecology and Evolution

Animal movement models for migratory individuals and groups

(2018) Mevin B. Hooten et al.   Methods in Ecology and Evolution

Imputation Approaches for Animal Movement Modeling

(2017) Henry Scharf et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Incorporating Telemetry Error into Hidden Markov Models of Animal Movement Using Multiple Imputation

(2017) Brett T. McClintock   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Bridging the gaps in animal movement: hidden behaviors and ecological relationships revealed by integrated data streams

(2017) Brett T. McClintock et al.   Ecosphere

Analysis of animal accelerometer data using hidden Markov models

(2016) Vianey Leos-Barajas et al.   Methods in Ecology and Evolution

A guide to Bayesian model selection for ecologists

(2015) M. B. Hooten et al.   ECOLOGICAL MONOGRAPHS

Optimal hunting conditions drive circalunar behavior of a diurnal carnivore

(2014) Femke Broekhuis et al.   BEHAVIORAL ECOLOGY

Activity Patterns of Eurasian Lynx Are Modulated by Light Regime and Individual Traits over a Wide Latitudinal Range

(2014) Marco Heurich et al.   PLoS One

AcceleRater: a web application for supervised learning of behavioral modes from acceleration measurements

(2014) Yehezkel S Resheff et al.   Movement Ecology

Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables

(2013) Nicholas G. Polson et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Using tri-axial acceleration data to identify behavioral modes of free-ranging animals: general concepts and tools illustrated for griffon vultures

(2012) R. Nathan et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Agent-Based Inference for Animal Movement and Selection

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

Carry-over effects as drivers of fitness differences in animals

(2010) Xavier A. Harrison et al.   JOURNAL OF ANIMAL ECOLOGY

CONTINUOUS-TIME CORRELATED RANDOM WALK MODEL FOR ANIMAL TELEMETRY DATA

(2008) Devin S. Johnson et al.   ECOLOGY