ecp
Non-Parametric Multiple Change-Point Analysis of Multivariate Data
Implements various procedures for finding multiple change-points from Matteson D. et al (2013) doi:10.1080/01621459.2013.849605, Zhang W. et al (2017) doi:10.1109/ICDMW.2017.44, Arlot S. et al (2019). Two methods make use of dynamic programming and pruning, with no distributional assumptions other than the existence of certain absolute moments in one method. Hierarchical and exact search methods are included. All methods return the set of estimated change-points as well as other summary information.
- Version3.1.6
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- ecp citation info
- Last release08/26/2024
Documentation
Team
Wenyu Zhang
David S. Matteson
Show author detailsRolesAuthorNicholas A. James
Show author detailsRolesAuthor
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Last 30 days
This package has been downloaded 2,146 times in the last 30 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 71 times.
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Last 365 days
This package has been downloaded 25,517 times in the last 365 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The day with the most downloads was May 01, 2024 with 441 downloads.
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- Depends1 package
- Suggests4 packages
- Linking To1 package
- Reverse Imports6 packages