robustbase

Brain and Body Weights for 65 Species of Land Animals

Bianco-Yohai Estimator for Robust Logistic Regression

Crohn's Disease Adverse Events Data

Psi / Chi / Wgt / Rho Functions for *M-Estimation

NOx Air Pollution Data

Robust Location-Free Scale Estimate More Efficient than MAD

Siegel's Exact Fit Example Data

Robust Location-Free Scale Estimate More Efficient than MAD

Compute (Skewness-adjusted) Multivariate Outlyingness

Plot an Adjusted Boxplot for Skew Distributions

Statistics for Skewness-adjusted Boxplots

Aircraft Data

Air Quality Data

Alcohol Solubility in Water Data

Daily Means of NOx (mono-nitrogen oxides) in air

Analysis of Robust Quasi-Deviance for "glmrob" Objects

Analysis of Robust Deviances ('anova') for "lmrob" Objects

Biomass Tillage Data

Campbell Bushfire Data

Insect Damages on Carrots

Change Defaults (Parameters) of "Psi Function" Objects

Compute Classical Principal Components via SVD or Eigen

Cloud point of a Liquid

Fast Row or Column-wise Medians of a Matrix

Coleman Data Set

Condroz Data

Co-Median Location and Scatter "Covariance" Estimator

Robust Location and Scatter Estimation via MCD

Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation

Robust Distance Plots

Cushny and Peebles Prolongation of Sleep Data

Delivery Time Data

Education Expenditure Data

Epilepsy Attacks Data Set

Extract the Estimation Method 'Estimethod' from a Fitted Model

Example Data of Antille and May - for Simple Regression

Food Stamp Program Participation

Remove Columns (or Rows) From a Matrix to Make It Full Rank

Class "functionX" of Psi-like Vectorized Functions

Class "functionXal" of Functionals (of Psi-like functions)

Robust Fitting of Generalized Linear Models

Controlling Robust GLM Fitting by Different Methods

Compute h, the subsample size for MCD and LTS

Hawkins, Bradu, Kass's Artificial Data

Heart Catherization Data

Safe (generalized) Huber M-Estimator of Location

Waterflow Measurements of Kootenay River in Libby and Newgate

Lactic Acid Concentration Measurement Data

MM-type Estimators for Linear Regression

Compute Design Adaptive Scale estimate

Compute M-estimators of regression

M-S regression estimators

S-regression estimators

Tuning Parameters for lmrob() and Auxiliaries

MM-type estimator for regression

Least Absolute Residuals / L1 Regression

Length of Stay Data

Robust LTS Regression Diagnostic Plots

Least Trimmed Squares Robust (High Breakdown) Regression

Medcouple, a Robust Measure of Skewness

Daudin's Milk Composition Data

Robust Fitting of Nonlinear Regression Models

MM-, Tau-, CM-, and MTL- Estimators for Nonlinear Robust Regression

Control Nonlinear Robust Regression Algorithms

Robust Regression Outlier Statistics

Pension Funds Data

Phosphorus Content Data

Pilot-Plant Data

Plot an Object of the "Psi Function" Class

Plot Method for "lmrob" Objects

Possum Diversity Data

Predict Method for Robust GLM ("glmrob") Fits

Predict method for Robust Linear Model ("lmrob") Fits

Print Method for Objects of Class "lmrob"

Find Tuning Constant(s) for "lqq" and "ggw" Psi Functions

Constructor for Objects "Psi Function" Class

Class of "Psi Functions" for M-Estimation

Pulp Fiber and Paper Data

Robust Distance based observation orderings based on robust "Six pack"

Satellite Radar Image Data from near Munich

Simple Matrix Rank

Residuals of Robust Generalized Linear Model Fits

Internal Functions of Package 'robustbase'

Control Settings for covMcd and ltsReg

Salinity Data

Robust Tau-Estimate of Scale

Extract 'Sigma' - Standard Deviation of Errors for Robust Models

Smooth Weighting Function - Generalized Biweight

Split Continuous and Categorical Predictors

Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1

Steam Usage Data (Excerpt)

Print a Nice "summary" of Robustness Weights

Summarizing Robust Fits of Generalized Linear Models

Summary Method for "lmrob" Objects

Summary Method for LTS objects

Summary Method for MCD objects

Summarizing Robust Fits of Nonlinear Regression Models

Number of International Calls from Belgium

Tolerance Ellipse Plot

Toxicity of Carboxylic Acids Data

Tukey's Bi-square Score (Psi) and "Chi" (Rho) Functions and Derivatives

Vaso Constriction Skin Data Set

Wagner's Hannover Employment Growth Data

Extract Robustness and Model Weights

Weighted Hi-Median

Modified Data on Wood Specific Gravity