robslopes

Fast Algorithms for Robust Slopes

CRAN Package

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.


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