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