Package: robslopes 1.1.3
Jakob Raymaekers
robslopes: Fast Algorithms for Robust Slopes
Fast algorithms for the Theil-Sen estimator, Siegel's repeated median slope estimator, and Passing-Bablok regression. The implementation is based on algorithms by Dillencourt et. al (1992) <doi:10.1142/S0218195992000020> and Matousek et. al (1998) <doi:10.1007/PL00009190>. The implementations are detailed in Raymaekers (2023) <doi:10.32614/RJ-2023-012> and Raymaekers J., Dufey F. (2022) <arxiv:2202.08060>. All algorithms run in quasilinear time.
Authors:
robslopes_1.1.3.tar.gz
robslopes_1.1.3.tar.gz(r-4.5-noble)robslopes_1.1.3.tar.gz(r-4.4-noble)
robslopes_1.1.3.tgz(r-4.4-emscripten)robslopes_1.1.3.tgz(r-4.3-emscripten)
robslopes.pdf |robslopes.html✨
robslopes/json (API)
| # Install 'robslopes' in R: |
| install.packages('robslopes', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:77e9c95221. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 22 2024 |
| R-4.5-linux-x86_64 | OK | Dec 22 2024 |
Exports:PassingBablokRepeatedMedianrobsloperobslope.fitTheilSen
Dependencies:RcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Passing-Bablok slope and intercept estimator. | PassingBablok |
| Siegel's repeated median slope and intercept estimator. | RepeatedMedian |
| Robust slope estimator | robslope |
| Robust slope estimator | robslope.fit |
| Theil-Sen slope and intercept estimator. | TheilSen |