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cpop

1.0.9

Detection of Multiple Changes in Slope in Univariate Time-Series

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3.7Kdownloads / year
57.8%test coverage
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Overview

About
Maintained by Daniel GroseFirst published 2022-03-117 releasesCRAN page ↗

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.

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Tests · ratio 0.39
57.8%
Coverage · measured lines
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Documentation · exports
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Check history
  • NOTE2026-07-11
    12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
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  • ERROR2026-06-08
    12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
  • OK2026-04-22
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  • ERROR2026-04-18
    13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
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  • OK2026-03-10
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Documentation

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Examples that run
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Documented parameters
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Return-value docs
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References docs
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Dependencies

Declared dependencies
9 external dependencies (excludes base and recommended)
Depends (3)
R >= 4.1.0cropspacman
LinkingTo (1)
Suggests (1)
Enhances (0)
none
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Package Timeline

7 releases. Pick two to compare their code metrics. R releases are shown for context.

  • 1.0.9Latest
    2026-05-29 · current release · diff ↗
  • R
    R 4.6.0 released · 2026-04-24
  • 1.0.8
    2025-06-11 · diff ↗
  • R
    R 4.5.0 released · 2025-04-11
  • 1.0.7
    2024-05-29 · diff ↗
  • R
    R 4.4.0 released · 2024-04-24
  • R
    R 4.3.0 released · 2023-04-21
  • 1.0.6
    2022-11-21 · diff ↗
  • 1.0.4
    2022-11-11 · diff ↗
  • 1.0.3
    2022-08-23 · diff ↗
  • R
    R 4.2.0 released · 2022-04-22
  • 1.0.0
    2022-03-11
  • R
    R 4.1.0 released · 2021-05-18

Package metadata

First published
2022-03-11
Total releases
7 / 4 yrs
License
GPL (>= 2) OSI
Minimum R
≥ 4.1.0
Bundled data
8.5 KB / 1 file
Download size
275 KB
Installed size
not tracked yet
With dependencies
not tracked yet
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