Package: poLCAParallel 1.2.9

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_1.2.9.tar.gz
poLCAParallel_1.2.9.zip(r-4.7-x86_64)poLCAParallel_1.2.9.zip(r-4.7-arm64)poLCAParallel_1.2.9.zip(r-4.6-x86_64)poLCAParallel_1.2.9.zip(r-4.6-arm64)poLCAParallel_1.2.9.zip(r-4.5-x86_64)
poLCAParallel_1.2.9.tgz(r-4.6-x86_64)poLCAParallel_1.2.9.tgz(r-4.6-arm64)poLCAParallel_1.2.9.tgz(r-4.5-x86_64)poLCAParallel_1.2.9.tgz(r-4.5-arm64)
poLCAParallel_1.2.9.tar.gz(r-4.7-arm64)poLCAParallel_1.2.9.tar.gz(r-4.7-x86_64)poLCAParallel_1.2.9.tar.gz(r-4.6-arm64)poLCAParallel_1.2.9.tar.gz(r-4.6-x86_64)
poLCAParallel_1.2.9.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

4.91 score 3 stars 248 downloads 34 exports 5 dependencies

Last updated from:7bc924d3bb. Checks:13 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64ERROR157
linux-devel-x86_64ERROR196
source / vignettesOK198
linux-release-arm64ERROR152
linux-release-x86_64ERROR180
macos-release-arm64ERROR237
macos-release-x86_64ERROR624
macos-oldrel-arm64ERROR245
macos-oldrel-x86_64ERROR486
windows-devel-arm64ERROR427
windows-devel-x86_64ERROR245
windows-release-arm64ERROR468
windows-release-x86_64ERROR246
windows-oldrel-x86_64ERROR224
wasm-releaseOK135

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