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