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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>.
| Version: | 0.1.0 |
| Depends: | ggplot2, tsDyn |
| Published: | 2020-06-09 |
| DOI: | 10.32614/CRAN.package.dvqcc |
| Author: | Márcio Valk [aut], Danilo Marcondes Filho [aut, cre], Gabriela Cybis [aut] |
| Maintainer: | Danilo Marcondes Filho <marcondes.filho at ufrgs.br> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | dvqcc results |
| Reference manual: | dvqcc.pdf |
| Package source: | dvqcc_0.1.0.tar.gz |
| Windows binaries: | r-devel: dvqcc_0.1.0.zip, r-release: dvqcc_0.1.0.zip, r-oldrel: dvqcc_0.1.0.zip |
| macOS binaries: | r-release (arm64): dvqcc_0.1.0.tgz, r-oldrel (arm64): dvqcc_0.1.0.tgz, r-release (x86_64): dvqcc_0.1.0.tgz, r-oldrel (x86_64): dvqcc_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.