changepoint.influence: Package to Calculate the Influence of the Data on a Changepoint Segmentation

Rebecca Killick; Ines Wilms

changepoint.influence: Package to Calculate the Influence of the Data on a Changepoint Segmentation

Rebecca Killick, Ines Wilms

Research output: Non-textual / digital / web - outputs › Software › Academic

Abstract

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. (2021) <arXiv:2107.10572>. 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.

Original language	English
Publisher	The Comprehensive R Archive Network
Media of output	Online
Publication status	Published - 4 Aug 2021

Access to Document

https://CRAN.R-project.org/package=changepoint.influence Licence: GNU GPL

1 Article

Graphical Influence Diagnostics for Changepoint Models
Wilms, I., Killick, R. & Matteson, D. S., 3 Jul 2022, In: Journal of Computational and Graphical Statistics. 31, 3, p. 753-765 13 p.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Cite this

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title = "changepoint.influence: Package to Calculate the Influence of the Data on a Changepoint Segmentation",

abstract = "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. (2021) . 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.",

author = "Rebecca Killick and Ines Wilms",

year = "2021",

month = aug,

day = "4",

language = "English",

publisher = "The Comprehensive R Archive Network",

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TY - ADVS

T1 - changepoint.influence: Package to Calculate the Influence of the Data on a Changepoint Segmentation

AU - Killick, Rebecca

AU - Wilms, Ines

PY - 2021/8/4

Y1 - 2021/8/4

N2 - 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. (2021) . 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.

AB - 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. (2021) . 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.

M3 - Software

PB - The Comprehensive R Archive Network

ER -

changepoint.influence: Package to Calculate the Influence of the Data on a Changepoint Segmentation

Abstract

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Research output

Graphical Influence Diagnostics for Changepoint Models

Cite this