Robust Statistics: Theory and Methods

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Documentation for package ‘RobStatTM’ version 1.0.8

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

alcohol	Alcohol data
algae	Algae data
biochem	Biochem data
bisquare	Tuning parameter the rho loss functions
breslow.dat	Breslow Data
bus	Bus data
BYlogreg	Bianco and Yohai estimator for logistic regression
cov.dcml	Approximate covariance matrix of the DCML regression estimator.
covClassic	Classical Covariance Estimation
covRob	Robust multivariate location and scatter estimators
covRobMM	MM robust multivariate location and scatter estimator
covRobRocke	Rocke's robust multivariate location and scatter estimator
DCML	DCML regression estimator
drop1.lmrobdetMM	RFPE of submodels of an 'lmrobdetMM' fit
fastmve	Minimum Volume Ellipsoid covariance estimator
flour	Flour data
glass	Glass data
hearing	Hearing data
huber	Tuning parameter the rho loss functions
image	Image data
initPP	Robust multivariate location and scatter estimators
INVTR2	Robust R^2 coefficient of determination
KurtSDNew	Robust multivariate location and scatter estimators
leuk.dat	Leukemia Data
lmrobdet.control	Tuning parameters for lmrobdetMM and lmrobdetDCML
lmrobdetDCML	Robust Distance Constrained Maximum Likelihood estimators for linear regression
lmrobdetLinTest	Robust likelihood ratio test for linear hypotheses
lmrobdetMM	Robust Linear Regression Estimators
lmrobdetMM.RFPE	Robust Final Prediction Error
lmrobM	Robust estimators for linear regression with fixed designs
lmrobM.control	Tuning parameters for lmrobM
locScaleM	Robust univariate location and scale M-estimators
logregBY	Bianco and Yohai estimator for logistic regression
logregWBY	Bianco and Yohai estimator for logistic regression
logregWML	Weighted likelihood estimator for the logistic model
mineral	Mineral data
MLocDis	Robust univariate location and scale M-estimators
MMPY	MM regression estimator using Pen~a-Yohai candidates
MMultiSHR	MM robust multivariate location and scatter estimator
mopt	Tuning parameter for a rho function in the modified (asymptotic bias-) optimal family
moptv0	Tuning parameter for a rho function in the modified (asymptotic bias-) optimal family
mscale	M-scale estimator
Multirobu	Robust multivariate location and scatter estimators
neuralgia	Neuralgia data
oats	Oats data
opt	Tuning parameter for a rho function in the (asymptotic bias-) optimal family
optv0	Tuning parameter for a rho function in the (asymptotic bias-) optimal family
pcaRobS	Robust principal components
prcompRob	Robust Principal Components Cont'd
refine.sm	IRWLS iterations for S- or M-estimators
resex	Resex data
rho	Rho functions
rhoprime	The first derivative of the rho function
rhoprime2	The second derivative of the rho function
rob.linear.test	Robust likelihood ratio test for linear hypotheses
RockeMulti	Rocke's robust multivariate location and scatter estimator
scaleM	M-scale estimator
shock	Shock data
skin	Skin data
SMPCA	Robust principal components
SMPY	SM regression estimator using Pen~a-Yohai candidates
stackloss	Stackloss data
step.lmrobdet	Robust stepwise using RFPE
step.lmrobdetMM	Robust stepwise using RFPE
vehicle	Vehicle data
waste	Waste data
WBYlogreg	Bianco and Yohai estimator for logistic regression
wine	Wine data
WMLlogreg	Weighted likelihood estimator for the logistic model