cpop

Detection of Multiple Changes in Slope in Univariate Time-Series

CRAN Package

Detects multiple changes in slope using the CPOP dynamic programming approach of Fearnhead, Maidstone, and Letchford (2019) doi:10.1080/10618600.2018.1512868. This method finds the best continuous piecewise linear fit to data under a criterion that measures fit to data using the residual sum of squares, but penalizes complexity based on an L0 penalty on changes in slope. Further information regarding the use of this package with detailed examples can be found in Fearnhead and Grose (2024) doi:10.18637/jss.v109.i07.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 584 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 8 times.

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Mon
Tue
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Thu
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Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
16 downloadsMar 15, 2025
5 downloadsMar 16, 2025
26 downloadsMar 17, 2025
33 downloadsMar 18, 2025
7 downloadsMar 19, 2025
11 downloadsMar 20, 2025
10 downloadsMar 21, 2025
13 downloadsMar 22, 2025
10 downloadsMar 23, 2025
54 downloadsMar 24, 2025
6 downloadsMar 25, 2025
4 downloadsMar 26, 2025
7 downloadsMar 27, 2025
58 downloadsMar 28, 2025
2 downloadsMar 29, 2025
6 downloadsMar 30, 2025
3 downloadsMar 31, 2025
55 downloadsApr 1, 2025
11 downloadsApr 2, 2025
4 downloadsApr 3, 2025
6 downloadsApr 4, 2025
53 downloadsApr 5, 2025
5 downloadsApr 6, 2025
19 downloadsApr 7, 2025
7 downloadsApr 8, 2025
53 downloadsApr 9, 2025
2 downloadsApr 10, 2025
10 downloadsApr 11, 2025
80 downloadsApr 12, 2025
8 downloadsApr 13, 2025
0 downloadsApr 14, 2025
0 downloadsApr 15, 2025
0 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
2
80

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 7,930 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Apr 12, 2025 with 80 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

  • Depends2 packages
  • Imports5 packages
  • Suggests1 package
  • Linking To1 package