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>.
| Version: |
1.0.6 |
| Depends: |
R (≥ 3.4.0) |
| Imports: |
stats, grDevices, graphics, L1pack |
| Published: |
2019-02-25 |
| Author: |
Kévin Allan Sales Rodrigues |
| Maintainer: |
Kevin Allan Sales Rodrigues <kevin.asr at outlook.com> |
| License: |
GPL (≥ 3.0) |
| NeedsCompilation: |
yes |
| Citation: |
LadR citation info |
| CRAN checks: |
LadR results |
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