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