45 citations · 89 across the 8 of their papers we have counts for
7 papers · 1 filter
Geostatistical capture-recapture models
Mevin B Hooten, Michael R Schwob, Devin S Johnson +1
Methods for population estimation and inference have evolved over the past decade to allow for the incorporation of spatial information when using capture-recapture study designs.…
Multistage Hierarchical Capture-Recapture Models
Mevin B Hooten, Michael R Schwob, Devin S Johnson +1
Ecologists increasingly rely on Bayesian methods to fit capture-recapture models. Capture-recapture models are used to estimate abundance while accounting for imperfect detectabili…
Greater Than the Sum of its Parts: Computationally Flexible Bayesian Hierarchical Modeling
Devin S. Johnson, Brian M. Brost, Mevin B. Hooten
We propose a multistage method for making inference at all levels of a Bayesian hierarchical model (BHM) using natural data partitions to increase efficiency by allowing computatio…
Making Recursive Bayesian Inference Accessible
Mevin B. Hooten, Devin S. Johnson, Brian M. Brost
Bayesian models provide recursive inference naturally because they can formally reconcile new data and existing scientific information. However, popular use of Bayesian methods oft…
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…
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…