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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 | Animals2 Brain and Body Weights for 65 Species of Land
Animals
BYlogreg Bianco-Yohai Estimator for Robust Logistic
Regression
CrohnD Crohn's Disease Adverse Events Data
Mpsi Psi / Chi / Wgt / Rho Functions for
*M-Estimation
NOxEmissions NOx Air Pollution Data
Qn Robust Location-Free Scale Estimate More
Efficient than MAD
SiegelsEx Siegel's Exact Fit Example Data
Sn Robust Location-Free Scale Estimate More
Efficient than MAD
adjOutlyingness Compute (Skewness-adjusted) Multivariate
Outlyingness
adjbox Plot an Adjusted Boxplot for Skew Distributions
adjboxStats Statistics for Skewness-adjusted Boxplots
aircraft Aircraft Data
airmay Air Quality Data
alcohol Alcohol Solubility in Water Data
ambientNOxCH Daily Means of NOx (mono-nitrogen oxides) in
air
anova.glmrob Analysis of Robust Quasi-Deviance for "glmrob"
Objects
anova.lmrob Analysis of Robust Deviances ('anova') for
"lmrob" Objects
biomassTill Biomass Tillage Data
bushfire Campbell Bushfire Data
carrots Insect Damages on Carrots
chgDefaults-methods Change Defaults (Parameters) of "Psi Function"
Objects
classPC Compute Classical Principal Components via SVD
or Eigen
cloud Cloud point of a Liquid
colMedians Fast Row or Column-wise Medians of a Matrix
coleman Coleman Data Set
condroz Condroz Data
covComed Co-Median Location and Scatter "Covariance"
Estimator
covMcd Robust Location and Scatter Estimation via MCD
covOGK Orthogonalized Gnanadesikan-Kettenring (OGK)
Covariance Matrix Estimation
cushny Cushny and Peebles Prolongation of Sleep Data
delivery Delivery Time Data
education Education Expenditure Data
epilepsy Epilepsy Attacks Data Set
estimethod Extract the Estimation Method 'Estimethod' from
a Fitted Model
exAM Example Data of Antille and May - for Simple
Regression
foodstamp Food Stamp Program Participation
functionX-class Class "functionX" of Psi-like Vectorized
Functions
functionXal-class Class "functionXal" of Functionals (of Psi-like
functions)
glmrob Robust Fitting of Generalized Linear Models
glmrobMqle.control Controlling Robust GLM Fitting by Different
Methods
h.alpha.n Compute h, the subsample size for MCD and LTS
hbk Hawkins, Bradu, Kass's Artificial Data
heart Heart Catherization Data
huberM Safe (generalized) Huber M-Estimator of
Location
kootenay Waterflow Measurements of Kootenay River in
Libby and Newgate
lactic Lactic Acid Concentration Measurement Data
lmrob MM-type Estimators for Linear Regression
lmrob..D..fit Compute Design Adaptive Scale estimate
lmrob..M..fit Compute M-estimators of regression
lmrob.M.S M-S regression estimators
lmrob.S S-regression estimators
lmrob.control Tuning Parameters for lmrob() and Auxiliaries
lmrob.fit MM-type estimator for regression
lmrob.lar Least Absolute Residuals / L1 Regression
los Length of Stay Data
ltsReg Least Trimmed Squares Robust (High Breakdown)
Regression
mc Medcouple, a Robust Measure of Skewness
milk Daudin's Milk Composition Data
nlrob Robust Fitting of Nonlinear Regression Models
nlrob.algorithms MM-, Tau-, CM-, and MTL- Estimators for
Nonlinear Robust Regression
nlrob.control Control Nonlinear Robust Regression Algorithms
outlierStats Robust Regression Outlier Statistics
pension Pension Funds Data
phosphor Phosphorus Content Data
pilot Pilot-Plant Data
plot-methods Plot an Object of the "Psi Function" Class
plot.lmrob Plot Method for "lmrob" Objects
plot.lts Robust LTS Regression Diagnostic Plots
plot.mcd Robust Distance Plots
possumDiv Possum Diversity Data
predict.glmrob Predict Method for Robust GLM ("glmrob") Fits
predict.lmrob Predict method for Robust Linear Model
("lmrob") Fits
print.lmrob Print Method for Objects of Class "lmrob"
psiFunc Constructor for Objects "Psi Function" Class
psi_func-class Class of "Psi Functions" for M-Estimation
pulpfiber Pulp Fiber and Paper Data
r6pack Robust Distance based observation orderings
based on robust "Six pack"
radarImage Satellite Radar Image Data from near Munich
rankMM Simple Matrix Rank
residuals.glmrob Residuals of Robust Generalized Linear Model
Fits
rrcov.control Control Settings for covMcd and ltsReg
salinity Salinity Data
scaleTau2 Robust Tau-Estimate of Scale
sigma Extract 'Sigma' - Standard Deviation of Errors
for Robust Models
smoothWgt Smooth Weighting Function - Generalized
Biweight
splitFrame Split Continuous and Categorical Predictors
starsCYG Hertzsprung-Russell Diagram Data of Star
Cluster CYG OB1
summarizeRobWeights Print a Nice "summary" of Robustness Weights
summary.glmrob Summarizing Robust Fits of Generalized Linear
Models
summary.lmrob Summary Method for "lmrob" Objects
summary.lts Summary Method for LTS objects
summary.mcd Summary Method for MCD objects
summary.nlrob Summarizing Robust Fits of Nonlinear Regression
Models
telef Number of International Calls from Belgium
tolEllipsePlot Tolerance Ellipse Plot
toxicity Toxicity of Carboxylic Acids Data
tukeyPsi1 Tukey's Bi-square Score (Psi) and "Chi" (Rho)
Functions and Derivatives
vaso Vaso Constriction Skin Data Set
wagnerGrowth Wagner's Hannover Employment Growth Data
weights.lmrob Extract Robustness and Model Weights
wgt.himedian Weighted Hi-Median
wood Modified Data on Wood Specific Gravity
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