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robslopes (version 1.1.3)

Fast Algorithms for Robust Slopes

Description

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) and Matousek et. al (1998) . The implementations are detailed in Raymaekers (2023) and Raymaekers J., Dufey F. (2022) . All algorithms run in quasilinear time.

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Version

Install

install.packages('robslopes')

Monthly Downloads

2,125

Version

1.1.3

License

GPL (>= 2)

Maintainer

Jakob Raymaekers

Last Published

April 27th, 2023

Functions in robslopes (1.1.3)

robslope

Robust slope estimator
TheilSen

Theil-Sen slope and intercept estimator.
robslope.fit

Robust slope estimator
PassingBablok

Passing-Bablok slope and intercept estimator.
RepeatedMedian

Siegel's repeated median slope and intercept estimator.