Package: EMgaussian 0.2.2

Carl F. Falk

EMgaussian: Expectation-Maximization Algorithm for Multivariate Normal (Gaussian) with Missing Data

Initially designed to distribute code for estimating the Gaussian graphical model with Lasso regularization, also known as the graphical lasso (glasso), using an Expectation-Maximization (EM) algorithm based on work by Städler and Bühlmann (2012) <doi:10.1007/s11222-010-9219-7>. As a byproduct, code for estimating means and covariances (or the precision matrix) under a multivariate normal (Gaussian) distribution is also available.

Authors:Carl F. Falk [cre, aut]

EMgaussian_0.2.2.tar.gz
EMgaussian_0.2.2.zip(r-4.7-x86_64)EMgaussian_0.2.2.zip(r-4.7-arm64)EMgaussian_0.2.2.zip(r-4.6-x86_64)EMgaussian_0.2.2.zip(r-4.6-arm64)
EMgaussian_0.2.2.tar.gz(r-4.7-arm64)EMgaussian_0.2.2.tar.gz(r-4.7-x86_64)EMgaussian_0.2.2.tar.gz(r-4.6-arm64)EMgaussian_0.2.2.tar.gz(r-4.6-x86_64)
EMgaussian_0.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
EMgaussian/json (API)

# Install 'EMgaussian' in R:
install.packages('EMgaussian', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblascpp

1.00 score 369 downloads 5 exports 81 dependencies

Last updated from:2932b86781. Checks:10 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64OK191
linux-devel-x86_64OK198
source / vignettesOK306
linux-release-arm64OK185
linux-release-x86_64OK210
windows-devel-arm64OK257
windows-devel-x86_64OK198
windows-release-arm64OK248
windows-release-x86_64OK128
wasm-releaseOK161

Exports:em.covem.precEMggmrhogridstartvals.cov

Dependencies:caretclasscliclockcodetoolscpp11data.tablediagramdigestdplyre1071farverforeachfuturefuture.applygenericsggplot2glassoglassoFastglobalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalavaanlifecyclelistenvlubridatemagrittrMASSMatrixmatrixcalcmnormtModelMetricsnlmennetnumDerivparallellypbivnormpillarpkgconfigplyrpROCprodlimprogressrproxypurrrquadprogR6RColorBrewerRcppRcppArmadillorecipesreshape2rlangrpartS7scalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr