Package: EMgaussian 0.2.2

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.zip(r-4.5-x86_64)
EMgaussian_0.2.2.tgz(r-4.6-x86_64)EMgaussian_0.2.2.tgz(r-4.6-arm64)EMgaussian_0.2.2.tgz(r-4.5-x86_64)EMgaussian_0.2.2.tgz(r-4.5-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://falkcarl.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/falkcarl/emgaussian/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

openblascpp

2.00 score 388 downloads 5 exports 81 dependencies

Last updated from:fb03a403c5. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK171
linux-devel-x86_64OK208
source / vignettesOK234
linux-release-arm64OK170
linux-release-x86_64OK208
macos-release-arm64OK252
macos-release-x86_64OK311
macos-oldrel-arm64OK314
macos-oldrel-x86_64OK416
windows-devel-arm64OK402
windows-devel-x86_64OK224
windows-release-arm64OK397
windows-release-x86_64OK194
windows-oldrel-x86_64OK173
wasm-releaseOK146

Exports:em.covem.precEMggmrhogridstartvals.cov

Dependencies:caretclasscliclockcodetoolscpp11data.tablediagramdigestdplyre1071farverforeachfuturefuture.applygenericsggplot2glassoglassoFastglobalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalavaanlifecyclelistenvlubridatemagrittrMASSMatrixmatrixcalcmnormtModelMetricsnlmennetnumDerivparallellypbivnormpillarpkgconfigplyrpROCprodlimprogressrproxypurrrquadprogR6RColorBrewerRcppRcppArmadillorecipesreshape2rlangrpartS7scalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr