robust v0.4-18.2
0
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Port of the S+ "Robust Library"
Methods for robust statistics, a state of the art in the early
2000s, notably for robust regression and robust multivariate analysis.
Functions in robust
| Name | Description | |
| covClassic | Classical Covariance Estimation | |
| glmRob.cubif.control | Control Parameters for the Bounded Influence Robust GLM Estimator | |
| gammaRob.control | Control Parameters for gammaRob | |
| fitdstnRob | Robust Fitting of Univariate Distributions | |
| gen.data | Generate Data With Contamination | |
| gammaRob | Robust Estimation of Gamma Distribution Parameters | |
| glmRob.object | Robust Generalized Linear Model Fit | |
| leuk.dat | Leuk Data | |
| covRob | Robust Covariance/Correlation Matrix Estimation | |
| glmRob | Fit a Robust Generalized Linear Model | |
| lmRob.control | Control Parameters for Robust Linear Regression | |
| lmRob.fit | Robust Fitter Functions for Linear Models | |
| glmRob.control | glmRob Control Parameters | |
| covRob.control | Control Parameters for Robust Covariance Estimation | |
| ddPlot.covfm | Distance - Distance Plot | |
| ellipsesPlot.covfm | Ellipses Plot - Visual Correlation Matrix Comparison | |
| glmRob.misclass.control | Control for Misclassification Robust GLM Estimator | |
| glmRob.misclass | Consistent Misclassification Estimator | |
| fitdstn | Maximum-likelihood Fitting of Univariate Distributions | |
| glmRob.mallows | Mallows Type Estimator | |
| glmRob.mallows.control | Control for Mallows-type Robust GLM Estimator | |
| plot.glmRob | Diagnostic Regression Plots | |
| plot.lmRob | Diagnostic Regression Plots | |
| plot.covfm | Plot Method | |
| lmRob.RFPE | Robust Final Prediction Errors | |
| lmRob | High Breakdown and High Efficiency Robust Linear Regression | |
| mallows.dat | Mallows Data | |
| lsRobTest | Bias Test for Least-Squares Regression Estimates | |
| lmRob.object | Robust Linear Model Objects | |
| lmRob.fit.compute | Fit a Robust Linear Model | |
| residuals.glmRob | Residuals Methods for glmRob Objects | |
| lognormRob | Robust Estimation of Lognormal Distribution Parameters | |
| summary.covfm | Summary Method | |
| summary.glmRob | Summarizing Robust Generalized Linear Model Fits | |
| plot.fdfm | fdfm Plot Method | |
| weight.funs | Weight Functions Psi, Rho, Chi | |
| weibullRob.control | Control Parameters for weibullRob | |
| screePlot.covfm | Comparison Screeplot | |
| predict.lmRob | Use predict() on an lmRob Object | |
| predict.glmRob | Predict Method for Robust Generalized Linear Model Fits | |
| lognormRob.control | Control Parameters for lognormRob | |
| update.lmRob | Update an lmRob Model Object | |
| weibullRob | Robust Estimation of Weibull Distribution Parameters | |
| stack.dat | Brownlee's Stack-Loss Data | |
| step.lmRob | Build a Model in a Stepwise Fashion | |
| woodmod.dat | Modified Wood Data | |
| rb.lmRob | Robust Bootstrap Standard Errors | |
| qqPlot.fdfm | Comparison Quantile-Quantile Plot | |
| summary.lmRob | Summarizing Robust Linear Model Fits | |
| test.lmRob | Various Tests of Robust Regression Estimates | |
| breslow.dat | Breslow Data | |
| drop1.lmRob | Compute an Anova Object by Dropping Terms | |
| anova.lmRob | ANOVA for Robust Linear Model Fits | |
| distancePlot.covfm | Side-by-Side Mahalanobis Distance Plot | |
| overlaidDenPlot.fdfm | Overlaid Density Plot | |
| anova.glmRob | ANOVA for Robust Generalized Linear Model Fits | |
| glmRob.cubif | Robust GLM CUBIF Fitter | |
| No Results! | ||
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Details
| Date | 2017-04-26 |
| License | GPL-2 |
| NeedsCompilation | yes |
| Packaged | 2019-12-26 15:33:24 UTC; ripley |
| Repository | CRAN |
| Date/Publication | 2019-12-26 15:42:28 UTC |
| X-CRAN-Original-Maintainer | Kjell Konis |
| X-CRAN-Comment | Orphaned and corrected on 2019-07-02 as installation issues were not addressed. LTO |
| depends | fit.models |
| imports | graphics , lattice , MASS , robustbase , rrcov , stats , utils |
| Contributors | Ruben H Zamar, Eric Zivot, Jiahui Wang, Victor Yohai, Ricardo Maronna, David Rocke, Alfio Marazzi, Martin Maechler, Kjell Konis, Matias Salibian-Barrera, Doug Martin |
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