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