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