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)mixR_0.2.0.zip(r-4.6)mixR_0.2.0.zip(r-4.5)
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
card.svg |card.png
mixR/json (API)
NEWS

# 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

5.77 score 9 stars 1 packages 108 scripts 524 downloads 2 mentions 16 exports 18 dependencies

Last updated from:1b9e67228c. Checks:11 WARNING, 1 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64WARNING149
linux-devel-x86_64WARNING146
source / vignettesERROR227
linux-release-arm64WARNING142
linux-release-x86_64WARNING144
macos-release-arm64WARNING164
macos-release-x86_64WARNING301
macos-oldrel-arm64WARNING178
macos-oldrel-x86_64WARNING264
windows-develWARNING177
windows-releaseWARNING138
windows-oldrelWARNING116
wasm-releaseOK107

Exports:binbs.testinitzmixfitreinstatermixgammarmixlnormrmixnormalrmixweibullselectto_k_lambda_weibullto_mu_sd_gammato_mu_sd_lnormto_mu_sd_weibullto_mulog_sdlog_lnormto_shape_rate_gamma

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerRcpprlangS7scalesvctrsviridisLitewithr