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changepoint.influence (version 1.0.2)

Package to Calculate the Influence of the Data on a Changepoint Segmentation

Description

Allows users to input their data, segmentation and function used for the segmentation (and additional arguments) and the package calculates the influence of the data on the changepoint locations, see Wilms et al. (2022) . Currently this can only be used with the changepoint package functions to identify changes, but we plan to extend this. There are options for different types of graphics to assess the influence.

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Install

install.packages('changepoint.influence')

Monthly Downloads

265

Version

1.0.2

License

GPL

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Maintainer

Rebecca Killick

Last Published

February 20th, 2024

Functions in changepoint.influence (1.0.2)

welldata

Welllog data
influence-methods

~~ Methods for Function influence ~~
changepoint.influence-package

tools:::Rd_package_title("changepoint.influence")
InfluenceMap

Influence Map Graphic
StabilityOverview

Stability Overview Graphic
LocationStability

Location Stability Graphic
ParameterStability

Parameter Stability Graphic