LadR: Routines for Fit, Inference and Diagnostics in LAD Models

LAD (Least Absolute Deviations) estimation for linear regression, confidence intervals, tests of hypotheses, methods for outliers detection, measures of leverage, methods of diagnostics for LAD regression, special diagnostics graphs and measures of leverage. The algorithms are based in Dielman (2005) <doi:10.1080/0094965042000223680>, Elian et al. (2000) <doi:10.1080/03610920008832518> and Dodge (1997) <doi:10.1006/jmva.1997.1666>. This package also has two datasets "houses" and "pollution", respectively, from Narula and Wellington (1977) <doi:10.2307/1268628> and Santos et al. (2016) <doi:10.1371/journal.pone.0163225>.

Getting started

Package details

AuthorKévin Allan Sales Rodrigues <[email protected]>
MaintainerKevin Allan Sales Rodrigues <[email protected]>
LicenseGPL (>= 3.0)
Version1.0.6
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("LadR")

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LadR documentation built on May 1, 2019, 7:12 p.m.