Software
Software
I develop open-source software implementing methods from my research in spatial and spatiotemporal statistics, Bayesian computation, and statistical inference on manifolds.
FEATURED PACKAGE
nimblewomble
Bayesian wombling using nimble
nimblewomble provides tools for Bayesian wombling and boundary analysis using the nimble framework for hierarchical Bayesian modeling.
The package accompanies methodological work on Bayesian wombling and provides an accessible implementation for fitting models, conducting derivative-based inference, and identifying spatial boundaries.
Research Software
01
manifoldGPgrad
Gaussian-process derivatives on manifolds
Bayesian inference for spatial processes, intrinsic gradients, and directional derivatives over Riemannian manifolds.
02
sptwombling
Spatiotemporal wombling
Bayesian differential inference and boundary analysis for spatiotemporal processes.
03
spWombling
Spatial derivatives & wombling
Bayesian inference for gradients, curvature processes, and curvilinear boundary analysis.
04
sptwdglm
Spatial Tweedie models & variable selection
Bayesian variable selection for double generalized linear Tweedie spatial process models.
Research to Software
A recurring goal of my work is to translate new statistical methodology into software that can be used and extended by other researchers. These implementations also provide reproducible computational foundations for the methodological results presented in my publications.