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