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LadR (version 1.0.6)

Routines for Fit, Inference and Diagnostics in LAD Models

Description

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) , Elian et al. (2000) and Dodge (1997) . This package also has two datasets "houses" and "pollution", respectively, from Narula and Wellington (1977) and Santos et al. (2016) .

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Version

Install

install.packages('LadR')

Monthly Downloads

14

Version

1.0.6

License

GPL (>= 3.0)

Maintainer

Kevin Rodrigues

Last Published

February 25th, 2019

Functions in LadR (1.0.6)

ladfit

Fitting LAD Models
FD

F Distance
CookDistance

Calculate Cook Distance
houses

Prices of 27 houses
ladreg

Fitting LAD Models
likelihoodDC

Calculate Conditional Likelihood Displacement
pollution

Data about pollution
likelihoodD

Calculate Likelihood Displacement
FD1

F1 Distance
detectOutliers

Algorithm To Detect Outliers