Linear Regression with the Stable Distribution

Efficient regression for heavy-tailed and skewed data following a stable distribution. Generalized regression where the skewness and tail parameter of residuals are dependent on regressors is also available. Includes fast calculation of stable densities. Calculation of densities is based on efficient numerical methods from Ament and O'Neil (2017) . Parts of the code have been ported to C from Ament's 'Matlab' code available at < https://gitlab.com/s_ament/qastable>.


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install.packages("stabreg")

0.1.2 by Oleg Kopylov, 8 months ago


Browse source code at https://github.com/cran/stabreg


Authors: Oleg Kopylov [aut, cre] , Sebastian Ament [ctb]


Documentation:   PDF Manual  


GPL-3 license


Imports numDeriv


See at CRAN