Package: dfphase1 1.2.0

Giovanna Capizzi

dfphase1: Phase I Control Charts (with Emphasis on Distribution-Free Methods)

Statistical methods for retrospectively detecting changes in location and/or dispersion of univariate and multivariate variables. Data values are assumed to be independent, can be individual (one observation at each instant of time) or subgrouped (more than one observation at each instant of time). Control limits are computed, often using a permutation approach, so that a prescribed false alarm probability is guaranteed without making any parametric assumptions on the stable (in-control) distribution. See G. Capizzi and G. Masarotto (2018) <doi:10.1007/978-3-319-75295-2_1> for an introduction to the package.

Authors:Giovanna Capizzi and Guido Masarotto

dfphase1_1.2.0.tar.gz
dfphase1_1.2.0.tar.gz(r-4.5-noble)dfphase1_1.2.0.tar.gz(r-4.4-noble)
dfphase1_1.2.0.tgz(r-4.4-emscripten)dfphase1_1.2.0.tgz(r-4.3-emscripten)
dfphase1.pdf |dfphase1.html✨
dfphase1/json (API)
NEWS

# Install 'dfphase1' in R:
install.packages('dfphase1', repos = 'https://cloud.r-project.org')
Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblascpp

1.00 score 410 downloads 13 exports 4 dependencies

Last updated 2 years agofrom:fe5f4eb2f7. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 11 2025
R-4.5-linux-x86_64OKMar 11 2025
R-4.4-linux-x86_64OKMar 11 2025

Exports:changepointchangepoint.normal.limitsmchangepointmchangepoint.normal.limitsmphase1mphase1Plotmshewhartmshewhart.normal.limitsphase1Plotpostsignalrspshewhartshewhart.normal.limits

Dependencies:DEoptimRlatticeRcpprobustbase

Citation

To cite dfphase1 in publications use:

Giovanna Capizzi, Guido Masarotto (2018). Phase I Distribution-Free Analysis with the R Package dfphase1. in Frontiers in Statistical Quality Control 12, eds: Sven Knoth and Wolfgang Schmid.<doi:10.1007/978-3-319-75295-2_1>

Corresponding BibTeX entry: 

  @InCollection{,
    title = {Phase I Distribution-Free Analysis with the {R} Package
      {dfphase1}},
    author = {Giovanna Capizzi and Guido Masarotto},
    booktitle = {Frontiers in Statistical Quality Control 12},
    year = {2018},
    editor = {{Knoth} and {Sven} and {Schmid} and {Wolfgang}},
    publisher = {Springer},
    pages = {3--19},
    doi = {10.1007/978-3-319-75295-2_1},
  }