69 citations · 130 across the 29 of their papers we have counts for
3 papers · 1 filter
Animal Movement Models with Mechanistic Selection Functions
Mevin B. Hooten, Xinyi Lu, Martha J. Garlick +1
A suite of statistical methods are used to study animal movement. Most of these methods treat animal telemetry data in one of three ways: as discrete processes, as continuous proce…
Hierarchical approaches for flexible and interpretable binary regression models
Henry R. Scharf, Xinyi Lu, Perry J. Williams +1
Binary regression models are ubiquitous in virtually every scientific field. Frequently, traditional generalized linear models fail to capture the variability in the probability su…
Predicting paleoclimate from compositional data using multivariate Gaussian process inverse prediction
John R. Tipton, Mevin B. Hooten, Connor Nolan +2
Multivariate compositional count data arise in many applications including ecology, microbiology, genetics, and paleoclimate. A frequent question in the analysis of multivariate co…