69 citations · 130 across the 29 of their papers we have counts for
5 papers · 1 filter
On the Relationship between Conditional (CAR) and Simultaneous (SAR) Autoregressive Models
Jay M. Ver Hoef, Ephraim M. Hanks, Mevin B. Hooten
We clarify relationships between conditional (CAR) and simultaneous (SAR) autoregressive models. We review the literature on this topic and find that it is mostly incomplete. Our m…
Animal Movement Models for Migratory Individuals and Groups
Mevin B. Hooten, Henry R. Scharf, Trevor J. Hefley +2
Animals often exhibit changes in their behavior during migration. Telemetry data provide a way to observe geographic position of animals over time, but not necessarily changes in t…
Monitoring dynamic spatio-temporal ecological processes optimally
Perry J. Williams, Mevin B. Hooten, Jamie N. Womble +2
Population dynamics varies in space and time. Survey designs that ignore these dynamics may be inefficient and fail to capture essential spatio-temporal variability of a process. A…
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…