This page provides descriptions and links to some of the software produced and maintained by CEI.
bayesImageS
An R package providing Bayesian methods for image segmentation using a hidden Potts model. It implements algorithms for segmentation of 2D and 3D images, such as computed tomography (CT) and satellite remote sensing.
Bitbucket repository | CRAN | Documentation
STRbook
Supplementary R package for “Spatio-Temporal Statistics with R” by C.K. Wikle, A. Zammit-Mangion, and N. Cressie
serrsBayes
An R package providing model-based quantification of surface-enhanced resonance Raman spectroscopy (SERRS) using sequential Monte Carlo (SMC) algorithms.
GitHub repository | CRAN | Documentation
FRK
An R package providing routines for Fixed Rank Kriging with big data.
EFDR
An R package implementing the Enhanced False Detection Rate (EFDR) technique. EFDR is a non-parameteric hypothesting testing procedure used for anomaly detection in noisy spatial signals.
WRSEL
An R package for computing Weighted Rank Squared Error Loss, with the option of parallelising intensive computations.