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