Statistics for Skewness-adjusted Boxplots
Analysis of Robust Deviances ('anova') for "lmrob" Objects
Biomass Tillage Data
Aircraft Data
Daily Means of NOx (mono-nitrogen oxides) in air
Air Quality Data
Campbell Bushfire Data
Insect Damages on Carrots
Alcohol Solubility in Water Data
Analysis of Robust Quasi-Deviance for "glmrob" Objects
Co-Median Location and Scatter "Covariance" Estimator
Cloud point of a Liquid
Coleman Data Set
Condroz Data
Change Defaults (Parameters) of "Psi Function" Objects
Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation
Fast Row or Column-wise Medians of a Matrix
Robust Distance Plots
Compute Classical Principal Components via SVD or Eigen
Robust Location and Scatter Estimation via MCD
Epilepsy Attacks Data Set
Class "functionX" of Psi-like Vectorized Functions
Cushny and Peebles Prolongation of Sleep Data
Education Expenditure Data
Extract the Estimation Method 'Estimethod' from a Fitted Model
Remove Columns (or Rows) From a Matrix to Make It Full Rank
Example Data of Antille and May - for Simple Regression
Delivery Time Data
Food Stamp Program Participation
Class "functionXal" of Functionals (of Psi-like functions)
Compute h, the subsample size for MCD and LTS
Lactic Acid Concentration Measurement Data
Heart Catherization Data
Hawkins, Bradu, Kass's Artificial Data
Waterflow Measurements of Kootenay River in Libby and Newgate
Safe (generalized) Huber M-Estimator of Location
Huberization -- Bringing Outliers In
Controlling Robust GLM Fitting by Different Methods
Robust Fitting of Generalized Linear Models
Left and Right Medcouple, Robust Measures of Tail Weight
MM-type estimator for regression
Length of Stay Data
Compute Design Adaptive Scale estimate
S-regression estimators
Compute M-estimators of regression
M-S regression estimators
Tuning Parameters for lmrob() and Auxiliaries
Robust LTS Regression Diagnostic Plots
Least Absolute Residuals / L1 Regression
MM-type Estimators for Linear Regression
Phosphorus Content Data
Robust Fitting of Nonlinear Regression Models
Daudin's Milk Composition Data
Control Nonlinear Robust Regression Algorithms
Pilot-Plant Data
MM-, Tau-, CM-, and MTL- Estimators for Nonlinear Robust Regression
Pension Funds Data
Robust Regression Outlier Statistics
Least Trimmed Squares Robust (High Breakdown) Regression
Class of "Psi Functions" for M-Estimation
Medcouple, a Robust Measure of Skewness
Plot an Object of the "Psi Function" Class
Predict method for Robust Linear Model ("lmrob") Fits
Pulp Fiber and Paper Data
Print Method for Objects of Class "lmrob"
Find Tuning Constant(s) for "lqq" and "ggw" Psi Functions
Plot Method for "lmrob" Objects
Internal Functions of Package 'robustbase'
Extract 'Sigma' - Standard Deviation of Errors for Robust Models
Constructor for Objects "Psi Function" Class
Simple Matrix Rank
Residuals of Robust Generalized Linear Model Fits
Salinity Data
Steam Usage Data (Excerpt)
Control Settings for covMcd and ltsReg
Possum Diversity Data
Print a Nice "summary" of Robustness Weights
Extreme Data examples
Smooth Weighting Function - Generalized Biweight
Predict Method for Robust GLM ("glmrob") Fits
Robust Distance based observation orderings based on robust "Six pack"
Summarizing Robust Fits of Nonlinear Regression Models
Robust Tau-Estimate of Scale
Tolerance Ellipse Plot
Summarizing Robust Fits of Generalized Linear Models
Summary Method for "lmrob" Objects
Tukey's Bi-square Score (Psi) and "Chi" (Rho) Functions and Derivatives
Split Continuous and Categorical Predictors
Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1
Toxicity of Carboxylic Acids Data
Number of International Calls from Belgium
Vaso Constriction Skin Data Set
Wagner's Hannover Employment Growth Data
Extract Robustness and Model Weights
Satellite Radar Image Data from near Munich
Summary Method for LTS objects
Summary Method for MCD objects
Weighted Hi-Median
Modified Data on Wood Specific Gravity
Siegel's Exact Fit Example Data
Brain and Body Weights for 65 Species of Land Animals
Plot an Adjusted Boxplot for Skew Distributions
Compute (Skewness-adjusted) Multivariate Outlyingness
Bianco-Yohai Estimator for Robust Logistic Regression
Robust Location-Free Scale Estimate More Efficient than MAD
Crohn's Disease Adverse Events Data
NOx Air Pollution Data
Robust Location-Free Scale Estimate More Efficient than MAD
Psi / Chi / Wgt / Rho Functions for *M-Estimation