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.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://cran.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:

openblascpp

2.18 score 224 downloads 11 exports 5 dependencies

Last updated from:25543f3478. Checks:10 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64OK173
linux-devel-x86_64OK205
source / vignettesOK213
linux-release-arm64OK167
linux-release-x86_64OK179
windows-devel-arm64OK347
windows-devel-x86_64OK244
windows-release-arm64OK309
windows-release-x86_64OK208
wasm-releaseOK143

Exports:blrtpoLCApoLCA.entropypoLCA.posteriorpoLCA.predcellpoLCA.reorderpoLCA.simdatapoLCA.tablepoLCAParallel.goodnessfitpoLCAParallel.sermulti

Dependencies:MASSpoLCARcppRcppArmadilloscatterplot3d