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:
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 = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- Student - A simulated dataset
- colonscopy - Colonscopy Times
- fe - Ferric Oxide data
- gravel - Gravel data
- ryan - Ryan data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:fe5f4eb2f7. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 11 2024 |
| R-4.5-linux-x86_64 | OK | Nov 11 2024 |
Exports:changepointchangepoint.normal.limitsmchangepointmchangepoint.normal.limitsmphase1mphase1Plotmshewhartmshewhart.normal.limitsphase1Plotpostsignalrspshewhartshewhart.normal.limits
Dependencies:DEoptimRlatticeRcpprobustbase
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Phase I Control Charts (with Emphasis on Distribution-Free Methods) | dfphase1-package dfphase1 |
| Detection of a sustained change-point in univariate and multivariate data | changepoint changepoint.normal.limits mchangepoint mchangepoint.normal.limits |
| Colonscopy Times | colonscopy |
| Ferric Oxide data | fe |
| Gravel data | gravel |
| Distribution-free Phase I analysis of multivariate data | mphase1 |
| Methods for objects of class 'mphase1' | plot.mphase1 postsignal postsignal.mphase1 print.mphase1 |
| Multivariate Shewhart-type control charts | mshewhart mshewhart.normal.limits |
| Plot of Phase 1 data | mphase1Plot phase1Plot |
| Distribution-Free Phase I Analysis of Univariate Data based on Recursive Segmentation and Permutation | rsp |
| Ryan data | ryan |
| Univariate Shewhart-type control charts | shewhart shewhart.normal.limits |
| A simulated dataset | Student |