Package: dvqcc 0.1.0
Danilo Marcondes Filho
dvqcc: Dynamic VAR - Based Control Charts for Batch Process Monitoring
A set of control charts for batch processes based on the VAR model. The package contains the implementation of T2.var and W.var control charts based on VAR model coefficients using the couple vectors theory. In each time-instant the VAR coefficients are estimated from a historical in-control dataset and a decision rule is made for online classifying of a new batch data. Those charts allow efficient online monitoring since the very first time-instant. The offline version is available too. In order to evaluate the chart's performance, this package contains functions to generate batch data for offline and online monitoring.See in Danilo Marcondes Filho and Marcio Valk (2020) <doi:10.1016/j.ejor.2019.12.038>.
Authors:
dvqcc_0.1.0.tar.gz
dvqcc_0.1.0.tar.gz(r-4.5-noble)dvqcc_0.1.0.tar.gz(r-4.4-noble)
dvqcc_0.1.0.tgz(r-4.4-emscripten)dvqcc_0.1.0.tgz(r-4.3-emscripten)
dvqcc.pdf |dvqcc.html✨
dvqcc/json (API)
# Install 'dvqcc' in R: |
install.packages('dvqcc', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 years agofrom:7efcc2a691. Checks:OK: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 27 2024 |
R-4.5-linux | OK | Nov 27 2024 |
Exports:offlinemonlinemsimoffsimon
Dependencies:clicodetoolscolorspacecurldeSolvefansifarverforeachforecastfracdiffgenericsggplot2gluegtableisobanditeratorsjsonlitelabelinglatticelifecyclelmtestmagrittrMASSMatrixmgcvmnormtmunsellnlmennetpillarpkgconfigquadprogquantmodR6RColorBrewerRcppRcppArmadillorlangsandwichscalesstrucchangetibbletimeDatetsDyntseriestseriesChaosTTRurcautf8varsvctrsviridisLitewithrxtszoo
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Offline monitoring | offlinem |
Online monitoring | onlinem |
simulating dataset (Offline settings) | simoff |
simulating dataset (Online settings) | simon |