12 citations · 16 across the 10 of their papers we have counts for
10 papers
Joint Spatial and Temporal Generalized Dissimilarity Mixed Modeling (stGDMM) for Beta Diversity
Philip A. White, Henry A. Frye, Jasper A. Slingsby +3
Generalized dissimilarity models (GDMs) have emerged as a valuable tool for formal statistical analysis of biodiversity. In particular, beta diversity, measured using dissimilarity…
Double zero-inflated spatio-temporal modeling of daily precipitation under detection thresholds
Juan Marcen-Gutierrez, Jorge Castillo-Mateo, Alan E. Gelfand +2
Explaining precipitation behavior at daily scale is important for fine scale understanding of the mechanisms driving precipitation. However, this effort is challenging because of t…
Analyzing spatial point processes degraded by displacement and imperfect detection
Kevin M. Collins, Erin M. Schliep, Alan E. Gelfand +3
Spatial point processes are a valuable tool for probabilistic modeling to explain location data. However, the data themselves are often observed imperfectly. In order to perform ac…
Modeling Animal Communication Using Multivariate Hawkes Processes with Additive Excitation and Multiplicative Inhibition
Bokgyeong Kang, Erin M. Schliep, Alan E. Gelfand +2
Animal acoustic communication often exhibits temporal dependence, with calls triggering or suppressing subsequent calls within and across call types, individuals, or species. While…
Prior Smoothing for Multivariate Disease Mapping Models
Garazi Retegui, María Dolores Ugarte, Jaione Etxeberria +1
To date, we have seen the emergence of a large literature on multivariate disease mapping. That is, incidence of (or mortality from) multiple diseases is recorded at the scale of a…
Joint space-time modelling for upper daily maximum and minimum temperature record-breaking
Jorge Castillo-Mateo, Zeus Gracia-Tabuenca, Jesús Asín +2
Record-breaking temperature events are now frequently in the news, proffered as evidence of climate change, and often bring significant economic and human impacts. Our previous wor…
Markov modeling for a satellite tag data record of whale diving behavior
Joshua Hewitt, Nicola J. Quick, Alan E. Gelfand +1
Cuvier's beaked whales (Ziphius cavirostris) are the deepest diving marine mammal, consistently diving to depths exceeding 1,000m for durations longer than an hour, making them dif…
Spatio-temporal modeling for record-breaking temperature events in Spain
Jorge Castillo-Mateo, Alan E. Gelfand, Zeus Gracia-Tabuenca +2
Record-breaking temperature events are now very frequently in the news, viewed as evidence of climate change. With this as motivation, we undertake the first substantial spatial mo…
Model-based tools for assessing space and time change in daily maximum temperature: an application to the Ebro basin in Spain
Ana C. Cebrián, Jesús Asín, Jorge Castillo-Mateo +2
There is continuing interest in the investigation of change in temperature over space and time. We offer a set of tools to illuminate such change temporally, at desired temporal re…
Spatial Joint Species Distribution Modeling using Dirichlet Processes
Shinichiro Shirota, Alan E. Gelfand, Sudipto Banerjee
Species distribution models usually attempt to explain presence-absence or abundance of a species at a site in terms of the environmental features (socalled abiotic features) prese…