Distribution Free Multivariate Control Chart Based on Energy Test

Provides a function for distribution free control chart based on the change point model, for multivariate statistical process control. The main constituent of the chart is the energy test that focuses on the discrepancy between empirical characteristic functions of two random vectors. This new control chart highlights in three aspects. Firstly, it is distribution free, requiring no knowledge of the random processes. Secondly, this control chart can monitor mean and variance simultaneously. Thirdly it is devised for multivariate time series which is more practical in real data application. Fourthly, it is designed for online detection (Phase II), which is central for real time surveillance of stream data. For more information please refer to O. Okhrin and Y.F. Xu (2017) < https://github.com/YafeiXu/working_paper/raw/master/CPM102.pdf>.


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install.packages("EnergyOnlineCPM")

1.0 by Yafei Xu, 2 years ago


https://sites.google.com/site/EnergyOnlineCPM/


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


Authors: Yafei Xu


Documentation:   PDF Manual  


GPL (>= 3) license


Depends on parallel, energy, MASS


See at CRAN