stabreg: 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) <doi:10.1007/s11222-017-9725-y>. Parts of the code have been ported to C from Ament's 'Matlab' code available at <https://gitlab.com/s_ament/qastable>.

Getting started

Package details

AuthorOleg Kopylov [aut, cre], Sebastian Ament [ctb]
MaintainerOleg Kopylov <[email protected]>
LicenseGPL-3
Version0.1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("stabreg")

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stabreg documentation built on June 6, 2019, 5:07 p.m.