ecp

Non-Parametric Multiple Change-Point Analysis of Multivariate Data

CRAN Package

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.


Documentation


Team


Insights

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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89 downloadsMar 4, 2025
136 downloadsMar 5, 2025
205 downloadsMar 6, 2025
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105 downloadsMar 10, 2025
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71 downloadsMar 27, 2025
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44 downloadsMar 31, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

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.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package
  • Suggests4 packages
  • Linking To1 package
  • Reverse Imports6 packages