Package: poLCAParallel 1.2.7

Sherman Lo

poLCAParallel: Polytomous Variable Latent Class Analysis Parallel

A 'C++' reimplementation of 'poLCA' - latent class analysis and latent class regression models for polytomous outcome variables, also known as latent structure analysis. It attempts to reproduce results and be as similar as possible to the original code, while running faster, especially with multiple repetitions, by utilising multiple threads. Further reading is available on the Queen Mary, University of London, IT Services Research blog <https://blog.hpc.qmul.ac.uk/speeding_up_r_packages/>.

Authors:Sherman Lo [aut, cre], Drew Linzer [aut], Jeffrey Lewis. [aut]

poLCAParallel_1.2.7.tar.gz
poLCAParallel_1.2.7.zip(r-4.7)poLCAParallel_1.2.7.zip(r-4.6)poLCAParallel_1.2.7.zip(r-4.5)
poLCAParallel_1.2.7.tgz(r-4.6-x86_64)poLCAParallel_1.2.7.tgz(r-4.6-arm64)poLCAParallel_1.2.7.tgz(r-4.5-x86_64)poLCAParallel_1.2.7.tgz(r-4.5-arm64)
poLCAParallel_1.2.7.tar.gz(r-4.7-arm64)poLCAParallel_1.2.7.tar.gz(r-4.7-x86_64)poLCAParallel_1.2.7.tar.gz(r-4.6-arm64)poLCAParallel_1.2.7.tar.gz(r-4.6-x86_64)
poLCAParallel_1.2.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
poLCAParallel/json (API)

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

Bug tracker:https://github.com/qmul/polcaparallel/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • carcinoma - Diagnoses of carcinoma
  • cheating - GPA and chronic cheating
  • election - 2000 National Election Studies survey
  • gss82 - 1982 General Social Survey
  • values - Universalistic vs. particularistic values

On CRAN:

Conda:

cluster-analysisem-algorithmlatent-class-analysisparallelparallel-computingpolcapolytomous-variablesrcpprcpparmadillounsupervised-learningopenblascpp

4.95 score 3 stars 377 downloads 34 exports 5 dependencies

Last updated from:2425fa1317. Checks:11 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64ERROR210
linux-devel-x86_64ERROR197
source / vignettesOK235
linux-release-arm64ERROR190
linux-release-x86_64ERROR174
macos-release-arm64ERROR142
macos-release-x86_64ERROR477
macos-oldrel-arm64ERROR149
macos-oldrel-x86_64ERROR421
windows-develERROR251
windows-releaseERROR259
windows-oldrelERROR240
wasm-releaseOK196

Exports:blrtcheck_and_generate_initial_probscheck_probscoef.poLCAextract_datalikelihoodplot.poLCApoLCApoLCA.compresspoLCA.dLL2dBeta.CpoLCA.entropypoLCA.makeplot.dichpoLCA.makeplot.polypoLCA.postClass.CpoLCA.posteriorpoLCA.predcellpoLCA.probHat.CpoLCA.reorderpoLCA.sepoLCA.simdatapoLCA.tablepoLCA.unvectorizepoLCA.updatePriorpoLCA.vectorizepoLCA.ylik.CpoLCAParallel.goodnessfitpoLCAParallel.sepoLCAParallel.unvectorizepoLCAParallel.vectorizeprint.poLCArandom_vectorized_probsrmultiunvectorize_probsvcov.poLCA

Dependencies:MASSpoLCARcppRcppArmadilloscatterplot3d