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