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>.

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Description file content

Package
LadR
Type
Package
Title
Routines for Fit, Inference and Diagnostics in LAD Models
Version
1.0.4
Author
Kévin Allan Sales Rodrigues
Maintainer
Kevin Allan Sales Rodrigues
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) .
License
GPL (>= 3.0)
Depends
R (>= 3.4.0)
Encoding
UTF-8
LazyData
true
Imports
stats, grDevices, graphics, L1pack
RoxygenNote
6.1.0
NeedsCompilation
yes
Packaged
2018-08-02 23:36:38 UTC; kevinx
Repository
CRAN
Date/Publication
2018-08-06 17:20:03 UTC

install.packages('LadR')

1.0.4

4 months ago

Kevin Allan Sales Rodrigues

GPL (>= 3.0)

Depends on

R (>= 3.4.0)

Imports

stats, grDevices, graphics, L1pack

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