Package: FastStepGraph 0.1.2

FastStepGraph: A Fast Algorithm for Sparse Precision Matrix Estimation

It implements an improved and computationally faster version of the original Stepwise Gaussian Graphical Algorithm for estimating the Omega precision matrix from high-dimensional data. Zamar, R., Ruiz, M., Lafit, G. and Nogales, J. (2021) <doi:10.52933/jdssv.v1i2.11>.

Authors:Juan G. Colonna [cre, aut], Marcelo Ruiz [aut]

FastStepGraph_0.1.2.tar.gz
FastStepGraph_0.1.2.zip(r-4.5)FastStepGraph_0.1.2.zip(r-4.4)FastStepGraph_0.1.2.zip(r-4.3)
FastStepGraph_0.1.2.tgz(r-4.4-any)FastStepGraph_0.1.2.tgz(r-4.3-any)
FastStepGraph_0.1.2.tar.gz(r-4.5-noble)FastStepGraph_0.1.2.tar.gz(r-4.4-noble)
FastStepGraph_0.1.2.tgz(r-4.4-emscripten)FastStepGraph_0.1.2.tgz(r-4.3-emscripten)
FastStepGraph.pdf |FastStepGraph.html✨
FastStepGraph/json (API)
NEWS

# Install 'FastStepGraph' in R:
install.packages('FastStepGraph', repos = c('https://juancolonna.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/juancolonna/faststepgraph/issues

On CRAN:

3 exports 1 stars 1.52 score 5 dependencies 2 scripts 138 downloads

Last updated 11 months agofrom:250830f272. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 25 2024
R-4.5-winNOTEAug 25 2024
R-4.5-linuxNOTEAug 25 2024
R-4.4-winNOTEAug 25 2024
R-4.4-macNOTEAug 25 2024
R-4.3-winNOTEAug 25 2024
R-4.3-macNOTEAug 25 2024

Exports:cv.FastStepGraphFastStepGraphSigmaAR

Dependencies:codetoolsdoParallelforeachiteratorsMASS

How to use Fast Step Graph

Juan G. Colonna^[Institute of Computing. Federal University of Amazonas. Brasil. [email protected]], Marcelo Ruiz^[Mathematics Department. National University of Río Cuarto. Argentina. [email protected]]

Rendered fromHow_to_use.Rmdusingknitr::rmarkdownon Aug 25 2024.

Last update: 2023-10-30
Started: 2023-09-12