changepoint.geo-package: Geometrically Inspired Multivariate Changepoint Detection
In changepoint.geo: Geometrically Inspired Multivariate Changepoint Detection
changepoint.geo-package R Documentation
Geometrically Inspired Multivariate Changepoint Detection
Description
Implements the high-dimensional changepoint detection method GeomCP \insertCiteGrundy2020changepoint.geo and the related mappings used for changepoint detection. These methods view the changepoint problem from a geometrical viewpoint and aim to extract relevant geometrical features in order to detect changepoints. The geomcp() function should be your first point of call.
Details
This package was not yet installed at build time.
Author(s)
Thomas Grundy [aut],
Rebecca Killick [cre, ths]
Maintainer: Rebecca Killick <r.killick@lancaster.ac.uk>
References
\insertRefGrundy2020changepoint.geo
\insertRefKillick2012changepoint.geo
See Also
geomcp
Examples
X <- rbind(matrix(rnorm(100*50),ncol=50),matrix(rnorm(100*50,0,2),ncol=50))
ans <- geomcp(X)
summary(ans)
changepoint.geo documentation built on Sept. 24, 2023, 1:06 a.m.
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| changepoint.geo-package | R Documentation |
Geometrically Inspired Multivariate Changepoint Detection
Description
Implements the high-dimensional changepoint detection method GeomCP \insertCiteGrundy2020changepoint.geo and the related mappings used for changepoint detection. These methods view the changepoint problem from a geometrical viewpoint and aim to extract relevant geometrical features in order to detect changepoints. The geomcp() function should be your first point of call.
Details
This package was not yet installed at build time.
Author(s)
Thomas Grundy [aut], Rebecca Killick [cre, ths]
Maintainer: Rebecca Killick <r.killick@lancaster.ac.uk>
References
\insertRefGrundy2020changepoint.geo
\insertRefKillick2012changepoint.geo
See Also
geomcp
Examples
X <- rbind(matrix(rnorm(100*50),ncol=50),matrix(rnorm(100*50,0,2),ncol=50))
ans <- geomcp(X)
summary(ans)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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