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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) <doi:10.48550/arXiv.2202.08060>. All algorithms run in quasilinear time.
Getting started
Browse package contents
Package details |
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| Author | Jakob Raymaekers [aut, cre] |
| Maintainer | Jakob Raymaekers <jakob.raymaekers@uantwerpen.be> |
| License | GPL (>= 2) |
| Version | 1.1.4 |
| Package repository | View on CRAN |
| Installation |
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