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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.
| Version: | 1.0.6 |
| Depends: | R (≥ 3.5.0), crops, pacman |
| Imports: | Rdpack, Rcpp (≥ 0.12.13), ggplot2, mathjaxr, pracma, methods |
| LinkingTo: | Rcpp |
| Suggests: | testthat, R.rsp |
| Published: | 2022-11-21 |
| Author: | Daniel Grose [aut, cre], Paul Fearnhead [aut] |
| Maintainer: | Daniel Grose <dan.grose at lancaster.ac.uk> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | cpop results |
| Reference manual: | cpop.pdf |
| Vignettes: |
Using cpop |
| Package source: | cpop_1.0.6.tar.gz |
| Windows binaries: | r-devel: cpop_1.0.6.zip, r-release: cpop_1.0.6.zip, r-oldrel: cpop_1.0.6.zip |
| macOS binaries: | r-release (arm64): cpop_1.0.6.tgz, r-oldrel (arm64): cpop_1.0.6.tgz, r-release (x86_64): cpop_1.0.6.tgz, r-oldrel (x86_64): cpop_1.0.6.tgz |
| Old sources: | cpop archive |
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