Package index • robustbase

All functions
`Animals2`	Brain and Body Weights for 65 Species of Land Animals
`BYlogreg()`	Bianco-Yohai Estimator for Robust Logistic Regression
`CrohnD`	Crohn's Disease Adverse Events Data
`Mpsi()` `Mchi()` `Mwgt()` `MrhoInf()` `.Mwgt.psi1()` `.regularize.Mpsi()`	Psi / Chi / Wgt / Rho Functions for *M-Estimation
`NOxEmissions`	NOx Air Pollution Data
`Qn()` `s_Qn()`	Robust Location-Free Scale Estimate More Efficient than MAD
`SiegelsEx`	Siegel's Exact Fit Example Data
`Sn()` `s_Sn()`	Robust Location-Free Scale Estimate More Efficient than MAD
`adjOutlyingness()`	Compute (Skewness-adjusted) Multivariate Outlyingness
`adjbox()`	Plot an Adjusted Boxplot for Skew Distributions
`adjboxStats()`	Statistics for Skewness-adjusted Boxplots
`aircraft`	Aircraft Data
`airmay`	Air Quality Data
`alcohol`	Alcohol Solubility in Water Data
`ambientNOxCH`	Daily Means of NOx (mono-nitrogen oxides) in air
`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
`carrots`	Insect Damages on Carrots
`chgDefaults` `chgDefaults-methods` `chgDefaults,ANY-method` `chgDefaults,psi_func-method`	Change Defaults (Parameters) of "Psi Function" Objects
`classPC()`	Compute Classical Principal Components via SVD or Eigen
`cloud`	Cloud point of a Liquid
`colMedians()` `rowMedians()`	Fast Row or Column-wise Medians of a Matrix
`coleman`	Coleman Data Set
`condroz`	Condroz Data
`covComed()`	Co-Median Location and Scatter "Covariance" Estimator
`covMcd()`	Robust Location and Scatter Estimation via MCD
`covOGK()` `covGK()` `s_mad()` `s_IQR()`	Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation
`plot(<mcd>)` `covPlot()`	Robust Distance Plots
`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 Model
`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
`functionX-class`	Class "functionX" of Psi-like Vectorized Functions
`functionXal-class`	Class "functionXal" of Functionals (of Psi-like functions)
`glmrob()`	Robust Fitting of Generalized Linear Models
`glmrobMqle.control()` `glmrobBY.control()` `glmrobMT.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
`huberM()`	Safe (generalized) Huber M-Estimator of Location
`huberize()`	Huberization – Bringing Outliers In
`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..D..fit()`	Compute Design Adaptive Scale estimate
`lmrob..M..fit()`	Compute M-estimators of regression
`lmrob.M.S()`	M-S regression estimators
`lmrob()`	MM-type Estimators for Linear Regression
`lmrob.S()`	S-regression estimators
`lmrob.control()` `update(<lmrobCtrl>)` `.Mchi.tuning.defaults` `.Mchi.tuning.default()` `.Mpsi.tuning.defaults` `.Mpsi.tuning.default()`	Tuning Parameters for lmrob() and Auxiliaries
`lmrob.fit()`	MM-type estimator for regression
`lmrob.lar()`	Least Absolute Residuals / L1 Regression
`los`	Length of Stay Data
`plot(<lts>)`	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
`nlrob.MM()` `nlrob.tau()` `nlrob.CM()` `nlrob.mtl()`	MM-, Tau-, CM-, and MTL- Estimators for Nonlinear Robust Regression
`nlrob()` `fitted(<nlrob>)` `residuals(<nlrob>)` `predict(<nlrob>)`	Robust Fitting of Nonlinear Regression Models
`nlrob.control()`	Control Nonlinear Robust Regression Algorithms
`outlierStats()`	Robust Regression Outlier Statistics
`pension`	Pension Funds Data
`phosphor`	Phosphorus Content Data
`pilot`	Pilot-Plant Data
`plot(<psi_func>)`	Plot an Object of the "Psi Function" Class
`plot(<lmrob>)`	Plot Method for "lmrob" Objects
`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"
`.psi.ggw.findc()` `.psi.lqq.findc()` `.psi.const()`	Find Tuning Constant(s) for "lqq" and "ggw" Psi Functions
`psiFunc()` `huberPsi` `hampelPsi`	Constructor for Objects "Psi Function" Class
`psi_func-class`	Class of "Psi Functions" for M-Estimation
`pulpfiber`	Pulp Fiber and Paper Data
`r6pack()`	Robust Distance based observation orderings based on robust "Six pack"
`radarImage`	Satellite Radar Image Data from near Munich
`rankMM()`	Simple Matrix Rank
`residuals(<glmrob>)`	Residuals of Robust Generalized Linear Model Fits
`rrcov.control()`	Control Settings for covMcd and ltsReg
`salinity`	Salinity Data
`scaleTau2()`	Robust Tau-Estimate of Scale
`sigma(<lmrob>)`	Extract 'Sigma' - Standard Deviation of Errors for Robust Models
`smoothWgt()`	Smooth Weighting Function - Generalized Biweight
`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>)` `vcov(<glmrob>)` `print(<summary.glmrob>)`	Summarizing Robust Fits of Generalized Linear Models
`summary(<lmrob>)` `print(<summary.lmrob>)` `vcov(<lmrob>)` `model.matrix(<lmrob>)`	Summary Method for "lmrob" Objects
`summary(<lts>)` `print(<summary.lts>)`	Summary Method for LTS objects
`summary(<mcd>)` `print(<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()` `tukeyChi()`	Tukey's Bi-square Score (Psi) and "Chi" (Rho) Functions and Derivatives
`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
`x30o50`	Extreme Data examples

Reference

All functions