Software

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This page provides descriptions and links to some of the software produced and maintained by CEI.  

 

bayesImageS

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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

GitHub repository

 

 

serrsBayes

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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

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An R package providing routines for Fixed Rank Kriging with big data.

GitHub repository | CRAN

 

 

EFDR

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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.

GitHub repository | CRAN

 

 

WRSEL

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An R package for computing Weighted Rank Squared Error Loss, with the option of parallelising intensive computations.

GitHub repository

 
 
Last reviewed: 25 May, 2020