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) .


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("dvqcc")

0.1.0 by Danilo Marcondes Filho, 6 months ago


Browse source code at https://github.com/cran/dvqcc


Authors: Márcio Valk [aut] , Danilo Marcondes Filho [aut, cre] , Gabriela Cybis [aut]


Documentation:   PDF Manual  


GPL-3 license


Depends on ggplot2, tsDyn


See at CRAN