adjbox | Plot an Adjusted Boxplot for Skew Distributions |
adjboxStats | Statistics for Skewness-adjusted Boxplots |
adjOutlyingness | Compute (Skewness-adjusted) Multivariate Outlyingness |
aircraft | Aircraft Data |
airmay | Air Quality Data |
alcohol | Alcohol Solubility in Water Data |
ambientNOxCH | Daily Means of NOx (mono-nitrogen oxides) in air |
Animals2 | Brain and Body Weights for 65 Species of Land Animals |
anova.glmrob | Analysis of Robust Quasi-Deviance for "glmrob" Objects |
anova.lmrob | Analysis of Robust Deviances ('anova') for "lmrob" Objects |
biomassTill | Biomass Tillage Data |
bushfire | Campbell Bushfire Data |
BYlogreg | Bianco-Yohai Estimator for Robust Logistic Regression |
carrots | Insect Damages on Carrots |
chgDefaults-methods | Change Defaults (Parameters) of "Psi Function" Objects |
classPC | Compute Classical Principal Components via SVD or Eigen |
cloud | Cloud point of a Liquid |
coleman | Coleman Data Set |
colMedians | Fast Row or Column-wise Medians of a Matrix |
condroz | Condroz Data |
covComed | Co-Median Location and Scatter "Covariance" Estimator |
covMcd | Robust Location and Scatter Estimation via MCD |
covOGK | Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance... |
covPlot | Robust Distance Plots |
CrohnD | Crohn's Disease Adverse Events Data |
cushny | Cushny and Peebles Prolongation of Sleep Data |
delivery | Delivery Time Data |
education | Education Expenditure Data |
epilepsy | Epilepsy Attacks Data Set |
estimethod | Extract the Estimation Method 'Estimethod' from a Fitted... |
exAM | Example Data of Antille and May - for Simple Regression |
foodstamp | Food Stamp Program Participation |
fullRank | Remove Columns (or Rows) From a Matrix to Make It Full Rank |
functionXal-class | Class "functionXal" of Functionals (of Psi-like functions) |
functionX-class | Class "functionX" of Psi-like Vectorized Functions |
glmrob | Robust Fitting of Generalized Linear Models |
glmrob.control | Controlling Robust GLM Fitting by Different Methods |
h.alpha.n | Compute h, the subsample size for MCD and LTS |
hbk | Hawkins, Bradu, Kass's Artificial Data |
heart | Heart Catherization Data |
huberize | Huberization - Bringing Outliers In |
huberM | Safe (generalized) Huber M-Estimator of Location |
kootenay | Waterflow Measurements of Kootenay River in Libby and Newgate |
lactic | Lactic Acid Concentration Measurement Data |
lmc-rmc | Left and Right Medcouple, Robust Measures of Tail Weight |
lmrob | MM-type Estimators for Linear Regression |
lmrob.control | Tuning Parameters for lmrob() and Auxiliaries |
lmrob..D..fit | Compute Design Adaptive Scale estimate |
lmrob.fit | MM-type estimator for regression |
lmrob.lar | Least Absolute Residuals / L1 Regression |
lmrob..M..fit | Compute M-estimators of regression |
lmrob.M.S | M-S regression estimators |
lmrob.S | S-regression estimators |
los | Length of Stay Data |
ltsPlot | Robust LTS Regression Diagnostic Plots |
ltsReg | Least Trimmed Squares Robust (High Breakdown) Regression |
mc | Medcouple, a Robust Measure of Skewness |
milk | Daudin's Milk Composition Data |
M.psi | Psi / Chi / Wgt / Rho Functions for *M-Estimation |
nlrob | Robust Fitting of Nonlinear Regression Models |
nlrob-algos | MM-, Tau-, CM-, and MTL- Estimators for Nonlinear Robust... |
nlrob.control | Control Nonlinear Robust Regression Algorithms |
NOxEmissions | NOx Air Pollution Data |
outlierStats | Robust Regression Outlier Statistics |
pension | Pension Funds Data |
phosphor | Phosphorus Content Data |
pilot | Pilot-Plant Data |
plot.lmrob | Plot Method for "lmrob" Objects |
plot-methods | Plot an Object of the "Psi Function" Class |
possumDiv | Possum Diversity Data |
predict.glmrob | Predict Method for Robust GLM ("glmrob") Fits |
predict.lmrob | Predict method for Robust Linear Model ("lmrob") Fits |
print.lmrob | Print Method for Objects of Class "lmrob" |
psiFindc | Find Tuning Constant(s) for "lqq" and "ggw" Psi Functions |
psiFunc | Constructor for Objects "Psi Function" Class |
psi_func-class | Class of "Psi Functions" for M-Estimation |
pulpfiber | Pulp Fiber and Paper Data |
Qn | Robust Location-Free Scale Estimate More Efficient than MAD |
r6pack | Robust Distance based observation orderings based on robust... |
radarImage | Satellite Radar Image Data from near Munich |
rankMM | Simple Matrix Rank |
residuals.glmrob | Residuals of Robust Generalized Linear Model Fits |
robustbase-internal | Internal Functions of Package 'robustbase' |
rrcov.control | Control Settings for covMcd and ltsReg |
salinity | Salinity Data |
scaleTau2 | Robust Tau-Estimate of Scale |
SiegelsEx | Siegel's Exact Fit Example Data |
sigma | Extract 'Sigma' - Standard Deviation of Errors for Robust... |
smoothWgt | Smooth Weighting Function - Generalized Biweight |
Sn | Robust Location-Free Scale Estimate More Efficient than MAD |
splitFrame | Split Continuous and Categorical Predictors |
starsCYG | Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1 |
steamUse | Steam Usage Data (Excerpt) |
summarizeRobWeights | Print a Nice "summary" of Robustness Weights |
summary.glmrob | Summarizing Robust Fits of Generalized Linear Models |
summary.lmrob | Summary Method for "lmrob" Objects |
summary.lts | Summary Method for LTS objects |
summary.mcd | Summary Method for MCD objects |
summary.nlrob | Summarizing Robust Fits of Nonlinear Regression Models |
telef | Number of International Calls from Belgium |
tolEllipsePlot | Tolerance Ellipse Plot |
toxicity | Toxicity of Carboxylic Acids Data |
tukeyPsi1 | Tukey's Bi-square Score (Psi) and "Chi" (Rho) Functions and... |
vaso | Vaso Constriction Skin Data Set |
wagnerGrowth | Wagner's Hannover Employment Growth Data |
weights.lmrob | Extract Robustness and Model Weights |
wgt.himedian | Weighted Hi-Median |
wood | Modified Data on Wood Specific Gravity |
xtrData | Extreme Data examples |
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