Package: mixR 0.2.0

mixR: Finite Mixture Modeling for Raw and Binned Data

Performs maximum likelihood estimation for finite mixture models for families including Normal, Weibull, Gamma and Lognormal by using EM algorithm, together with Newton-Raphson algorithm or bisection method when necessary. It also conducts mixture model selection by using information criteria or bootstrap likelihood ratio test. The data used for mixture model fitting can be raw data or binned data. The model fitting process is accelerated by using R package 'Rcpp'.

Authors:Youjiao Yu [aut, cre]

mixR_0.2.0.tar.gz
mixR_0.2.0.zip(r-4.7-x86_64)mixR_0.2.0.zip(r-4.7-arm64)mixR_0.2.0.zip(r-4.6-x86_64)mixR_0.2.0.zip(r-4.6-arm64)mixR_0.2.0.zip(r-4.5-x86_64)
mixR_0.2.0.tgz(r-4.6-x86_64)mixR_0.2.0.tgz(r-4.6-arm64)mixR_0.2.0.tgz(r-4.5-x86_64)mixR_0.2.0.tgz(r-4.5-arm64)
mixR_0.2.0.tar.gz(r-4.7-arm64)mixR_0.2.0.tar.gz(r-4.7-x86_64)mixR_0.2.0.tar.gz(r-4.6-arm64)mixR_0.2.0.tar.gz(r-4.6-x86_64)
mixR_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mixR/json (API)

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

Bug tracker:https://github.com/garybaylor/mixr/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • Stamp - 1872 Hidalgo Stamp Data
  • Stamp2 - 1872 Hidalgo Stamp Data

On CRAN:

Conda:

cpp

5.89 score 9 stars 1 packages 145 scripts 544 downloads 2 mentions 16 exports 18 dependencies

Last updated from:1b9e67228c. Checks:13 WARNING, 1 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
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linux-devel-x86_64WARNING135
source / vignettesERROR220
linux-release-arm64WARNING107
linux-release-x86_64WARNING137
macos-release-arm64WARNING111
macos-release-x86_64WARNING311
macos-oldrel-arm64WARNING130
macos-oldrel-x86_64WARNING345
windows-devel-arm64WARNING352
windows-devel-x86_64WARNING168
windows-release-arm64WARNING345
windows-release-x86_64WARNING123
windows-oldrel-x86_64WARNING126
wasm-releaseOK95

Exports:binbs.testinitzmixfitreinstatermixgammarmixlnormrmixnormalrmixweibullselectto_k_lambda_weibullto_mu_sd_gammato_mu_sd_lnormto_mu_sd_weibullto_mulog_sdlog_lnormto_shape_rate_gamma

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerRcpprlangS7scalesvctrsviridisLitewithr