RobStatTM

Bianco and Yohai estimator for logistic regression

DCML regression estimator

Robust R^2 coefficient of determination

Robust multivariate location and scatter estimators

Robust univariate location and scale M-estimators

MM regression estimator using Pen~a-Yohai candidates

MM robust multivariate location and scatter estimator

Robust multivariate location and scatter estimators

Rocke's robust multivariate location and scatter estimator

Robust principal components

SM regression estimator using Pen~a-Yohai candidates

Open the Shiny interface for the package

Bianco and Yohai estimator for logistic regression

Weighted likelihood estimator for the logistic model

Alcohol data

Algae data

Biochem data

Tuning parameter the rho loss functions

Bus data

Approximate covariance matrix of the DCML regression estimator.

Classical Covariance Estimation

RFPE of submodels of an lmrobdetMM fit

Minimum Volume Ellipsoid covariance estimator

Flour data

Glass data

Hearing data

Image data

Robust estimators for linear regression with fixed designs

Tuning parameters for lmrobM

Tuning parameters for lmrobdetMM and lmrobdetDCML

Robust Distance Constrained Maximum Likelihood estimators for linear regression

Robust linear regression estimators

Robust Final Prediction Error

Mineral data

Tuning parameter for a rho function in the modified (asymptotic bias-) optimal family

M-scale estimator

Neuralgia data

Oats data

Tuning parameter for a rho function in the (asymptotic bias-) optimal family

Robust Principal Components Cont'd

IRWLS iterations for S- or M-estimators

Resex data

Rho functions

The first derivative of the rho function

The second derivative of the rho function

Robust likelihood ratio test for linear hypotheses

Shock data

Skin data

Stackloss data

Robust stepwise using RFPE

Vehicle data

Waste data

Wine data