RobStatTM1.0.8 package

Tuning parameter the rho loss functions

Bianco and Yohai estimator for logistic regression

Approximate covariance matrix of the DCML regression estimator.

Classical Covariance Estimation

DCML regression estimator

RFPE of submodels of an lmrobdetMM fit

Minimum Volume Ellipsoid covariance estimator

Tuning parameter the rho loss functions

Robust R^2 coefficient of determination

Robust multivariate location and scatter estimators

Tuning parameters for lmrobdetMM and lmrobdetDCML

Robust Distance Constrained Maximum Likelihood estimators for linear r...

Robust Linear Regression Estimators

Robust Final Prediction Error

Tuning parameters for lmrobM

Robust estimators for linear regression with fixed designs

Robust univariate location and scale M-estimators

MM regression estimator using Pen~a-Yohai candidates

MM robust multivariate location and scatter estimator

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

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

M-scale estimator

Robust multivariate location and scatter estimators

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

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

Robust Principal Components Cont'd

IRWLS iterations for S- or M-estimators

Rho functions

The first derivative of the rho function

The second derivative of the rho function

Robust likelihood ratio test for linear hypotheses

Rocke's robust multivariate location and scatter estimator

Robust principal components

SM regression estimator using Pen~a-Yohai candidates

Robust stepwise using RFPE

Bianco and Yohai estimator for logistic regression

Weighted likelihood estimator for the logistic model