decp

Complete Change Point Analysis

CRAN Package

Provides a comprehensive approach for identifying and estimating change points in multivariate time series through various statistical methods. Implements the multiple change point detection methodology from Ryan & Killick (2023) doi:10.1080/00401706.2023.2183261 and a novel estimation methodology from Fotopoulos et al. (2023) doi:10.1007/s00362-023-01495-0 generalized to fit the detection methodologies. Performs both detection and estimation of change points, providing visualization and summary information of the estimation process for each detected change point.

  • Version0.1.2
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release08/22/2024

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  • Imports6 packages