424 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- National Oceanic and Atmospheric AdministrationUS7 papers
- NOAA National Marine Fisheries Service Alaska Fisheries Science CenterUS5 papers
- Colorado State UniversityUS3 papers
- United States Geological SurveyUS3 papers
- CSIRO Oceans and AtmosphereAU2 papers
- NOAA National Marine Fisheries Service Southwest Fisheries Science CenterUS2 papers
- Oregon Department of Fish and WildlifeUS2 papers
- Scripps Institution of OceanographyUS2 papers
- University of St AndrewsGB2 papers
- Andrews UniversityUS1 paper
- Australian Institute of Marine ScienceAU1 paper
- Bielefeld UniversityDE1 paper
5 papers · 1 filter
A Linear Mixed Model Formulation for Spatio-Temporal Random Processes with Computational Advances for the Separable and Product-Sum Covariances
Michael Dumelle, Jay M. Ver Hoef, Claudio Fuentes +1
We describe spatio-temporal random processes using linear mixed models. We show how many commonly used models can be viewed as special cases of this general framework and pay close…
Imputation Approaches for Animal Movement Modeling
Henry R. Scharf, Mevin B. Hooten, Devin S. Johnson
The analysis of telemetry data is common in animal ecological studies. While the collection of telemetry data for individual animals has improved dramatically, the methods to prope…
Process convolution approaches for modeling interacting trajectories
Henry R. Scharf, Mevin B. Hooten, Devin S. Johnson +1
Gaussian processes are a fundamental statistical tool used in a wide range of applications. In the spatio-temporal setting, several families of covariance functions exist to accomm…
Point process models for spatio-temporal distance sampling data from a large-scale survey of blue whales
Y. Yuan, F. E. Bachl, F. Lindgren +5
Distance sampling is a widely used method for estimating wildlife population abundance. The fact that conventional distance sampling methods are partly design-based constrains the…
Basis Function Models for Animal Movement
Mevin B. Hooten, Devin S. Johnson
Advances in satellite-based data collection techniques have served as a catalyst for new statistical methodology to analyze these data. In wildlife ecological studies, satellite-ba…