6 citations · 8 across the 6 of their papers we have counts for
6 papers · 1 filter
Privacy for Spatial Point Process Data
Adam Walder, Ephraim M. Hanks, Aleksandra Slavković
In this work we develop methods for privatizing spatial location data, such as spatial locations of individual disease cases. We propose two novel Bayesian methods for generating s…
A Lattice and Random Intermediate Point Sampling Design for Animal Movement
Elizabeth Eisenhauer, Ephraim Hanks
Animal movement studies have become ubiquitous in animal ecology for estimation of space use and analysis of movement behavior. In these studies, animal movement data are primarily…
Bayesian Analysis of Spatial Generalized Linear Mixed Models with Laplace Random Fields
Adam Walder, Ephraim M. Hanks
Gaussian random field (GRF) models are widely used in spatial statistics to capture spatially correlated error. We investigate the results of replacing Gaussian processes with Lapl…
Identifying and characterizing extrapolation in multivariate response data
Meridith L Bartley, Ephraim M Hanks, Erin M Schliep +2
Extrapolation is defined as making predictions beyond the range of the data used to estimate a statistical model. In ecological studies, it is not always obvious when and where ext…
A Bayesian Penalized Hidden Markov Model for Ant Interactions
Meridith L. Bartley, Ephraim Hanks, David Hughes
Interactions between social animals provide insights into the exchange and flow of nutrients, disease, and social contacts. We consider a chamber level analysis of trophallaxis int…
Flexible discrete space models of animal movement
Ephraim M. Hanks, David A. Hughes
Movement drives the spread of infectious disease, gene flow, and other critical ecological processes. To study these processes we need models for movement that capture complex beha…