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-4.7)FastStepGraph_0.1.2.zip(r-4.6)FastStepGraph_0.1.2.zip(r-4.5)
FastStepGraph_0.1.2.tgz(r-4.6-any)FastStepGraph_0.1.2.tgz(r-4.5-any)
FastStepGraph_0.1.2.tar.gz(r-4.7-any)FastStepGraph_0.1.2.tar.gz(r-4.6-any)
FastStepGraph_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
FastStepGraph/json (API)
NEWS

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

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

On CRAN:

Conda:

4.00 score 2 stars 3 scripts 188 downloads 3 exports 5 dependencies

Last updated from:250830f272. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE146
source / vignettesOK249
linux-release-x86_64NOTE144
macos-release-arm64NOTE157
macos-oldrel-arm64NOTE155
windows-develNOTE132
windows-releaseNOTE76
windows-oldrelNOTE74
wasm-releaseOK114

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 May 11 2026.

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