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