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
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mixR.pdf |mixR.html
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-Forge:

cpp

5.66 score 8 stars 1 packages 95 scripts 536 downloads 2 mentions 16 exports 29 dependencies

Last updated 5 months agofrom:1b9e67228c. Checks:1 ERROR, 10 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesFAILFeb 11 2025
R-4.5-win-x86_64WARNINGFeb 11 2025
R-4.5-mac-x86_64WARNINGFeb 11 2025
R-4.5-mac-aarch64WARNINGFeb 11 2025
R-4.5-linux-x86_64WARNINGFeb 11 2025
R-4.4-win-x86_64WARNINGFeb 11 2025
R-4.4-mac-x86_64WARNINGFeb 11 2025
R-4.4-mac-aarch64WARNINGFeb 11 2025
R-4.3-win-x86_64WARNINGFeb 11 2025
R-4.3-mac-x86_64WARNINGFeb 11 2025
R-4.3-mac-aarch64WARNINGFeb 11 2025

Exports:binbs.testinitzmixfitreinstatermixgammarmixlnormrmixnormalrmixweibullselectto_k_lambda_weibullto_mu_sd_gammato_mu_sd_lnormto_mu_sd_weibullto_mulog_sdlog_lnormto_shape_rate_gamma

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr