Parametric and Nonparametric Sequential Change Detection in R: The cpm Package

The change point model framework introduced in Hawkins, Qiu, and Kang (2003) and Hawkins and Zamba (2005a) provides an effective and computationally efficient method for detecting multiple mean or variance change points in sequences of Gaussian random variables, when no prior information is availabl...

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Bibliographic Details
Main Author: Gordon J. Ross
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2015-08-01
Series:Journal of Statistical Software
Online Access:http://www.jstatsoft.org/index.php/jss/article/view/2270