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0.93-7
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Install
install.packages('robustbase')
Monthly Downloads
169,104
Version
0.93-7
License
GPL (>= 2)
Maintainer
Martin Maechler
Last Published
January 4th, 2021
Functions in robustbase (0.93-7)
Search functions
Sn
Robust Location-Free Scale Estimate More Efficient than MAD
adjbox
Plot an Adjusted Boxplot for Skew Distributions
Animals2
Brain and Body Weights for 65 Species of Land Animals
NOxEmissions
NOx Air Pollution Data
CrohnD
Crohn's Disease Adverse Events Data
Qn
Robust Location-Free Scale Estimate More Efficient than MAD
BYlogreg
Bianco-Yohai Estimator for Robust Logistic Regression
SiegelsEx
Siegel's Exact Fit Example Data
Mpsi
Psi / Chi / Wgt / Rho Functions for *M-Estimation
adjOutlyingness
Compute (Skewness-adjusted) Multivariate Outlyingness
airmay
Air Quality Data
bushfire
Campbell Bushfire Data
chgDefaults-methods
Change Defaults (Parameters) of "Psi Function" Objects
classPC
Compute Classical Principal Components via SVD or Eigen
alcohol
Alcohol Solubility in Water Data
cushny
Cushny and Peebles Prolongation of Sleep Data
delivery
Delivery Time Data
carrots
Insect Damages on Carrots
biomassTill
Biomass Tillage Data
anova.lmrob
Analysis of Robust Deviances ('anova') for "lmrob" Objects
ambientNOxCH
Daily Means of NOx (mono-nitrogen oxides) in air
coleman
Coleman Data Set
condroz
Condroz Data
covComed
Co-Median Location and Scatter "Covariance" Estimator
education
Education Expenditure Data
covOGK
Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation
lmrob..D..fit
Compute Design Adaptive Scale estimate
anova.glmrob
Analysis of Robust Quasi-Deviance for "glmrob" Objects
epilepsy
Epilepsy Attacks Data Set
covMcd
Robust Location and Scatter Estimation via MCD
plot.mcd
Robust Distance Plots
estimethod
Extract the Estimation Method 'Estimethod' from a Fitted Model
cloud
Cloud point of a Liquid
aircraft
Aircraft Data
colMedians
Fast Row or Column-wise Medians of a Matrix
adjboxStats
Statistics for Skewness-adjusted Boxplots
los
Length of Stay Data
hbk
Hawkins, Bradu, Kass's Artificial Data
h.alpha.n
Compute h, the subsample size for MCD and LTS
ltsReg
Least Trimmed Squares Robust (High Breakdown) Regression
exAM
Example Data of Antille and May - for Simple Regression
mc
Medcouple, a Robust Measure of Skewness
functionX-class
Class "functionX" of Psi-like Vectorized Functions
print.lmrob
Print Method for Objects of Class "lmrob"
foodstamp
Food Stamp Program Participation
functionXal-class
Class "functionXal" of Functionals (of Psi-like functions)
plot.lts
Robust LTS Regression Diagnostic Plots
predict.lmrob
Predict method for Robust Linear Model ("lmrob") Fits
fullRank
Remove Columns (or Rows) From a Matrix to Make It Full Rank
milk
Daudin's Milk Composition Data
psi.findc
Find Tuning Constant(s) for "lqq" and "ggw" Psi Functions
kootenay
Waterflow Measurements of Kootenay River in Libby and Newgate
lactic
Lactic Acid Concentration Measurement Data
nlrob-algorithms
MM-, Tau-, CM-, and MTL- Estimators for Nonlinear Robust Regression
lmrob..M..fit
Compute M-estimators of regression
lmrob.lar
Least Absolute Residuals / L1 Regression
lmrob.fit
MM-type estimator for regression
psiFunc
Constructor for Objects "Psi Function" Class
phosphor
Phosphorus Content Data
tolEllipsePlot
Tolerance Ellipse Plot
glmrob
Robust Fitting of Generalized Linear Models
telef
Number of International Calls from Belgium
pilot
Pilot-Plant Data
toxicity
Toxicity of Carboxylic Acids Data
psi_func-class
Class of "Psi Functions" for M-Estimation
summary.nlrob
Summarizing Robust Fits of Nonlinear Regression Models
heart
Heart Catherization Data
glmrob..control
Controlling Robust GLM Fitting by Different Methods
rankMM
Simple Matrix Rank
residuals.glmrob
Residuals of Robust Generalized Linear Model Fits
tukeyPsi1
Tukey's Bi-square Score (Psi) and "Chi" (Rho) Functions and Derivatives
pulpfiber
Pulp Fiber and Paper Data
huberM
Safe (generalized) Huber M-Estimator of Location
lmrob.S
S-regression estimators
robustbase-internals
Internal Functions of Package 'robustbase'
vaso
Vaso Constriction Skin Data Set
rrcov.control
Control Settings for covMcd and ltsReg
summary.glmrob
Summarizing Robust Fits of Generalized Linear Models
lmrob.M.S
M-S regression estimators
wgt.himedian
Weighted Hi-Median
lmrob
MM-type Estimators for Linear Regression
nlrob
Robust Fitting of Nonlinear Regression Models
sigma
Extract 'Sigma' - Standard Deviation of Errors for Robust Models
pension
Pension Funds Data
outlierStats
Robust Regression Outlier Statistics
summary.lmrob
Summary Method for "lmrob" Objects
nlrob.control
Control Nonlinear Robust Regression Algorithms
wood
Modified Data on Wood Specific Gravity
r6pack
Robust Distance based observation orderings based on robust "Six pack"
smoothWgt
Smooth Weighting Function - Generalized Biweight
salinity
Salinity Data
steamUse
Steam Usage Data (Excerpt)
plot-methods
Plot an Object of the "Psi Function" Class
radarImage
Satellite Radar Image Data from near Munich
lmrob.control
Tuning Parameters for lmrob() and Auxiliaries
wagnerGrowth
Wagner's Hannover Employment Growth Data
scaleTau2
Robust Tau-Estimate of Scale
plot.lmrob
Plot Method for "lmrob" Objects
summarizeRobWeights
Print a Nice "summary" of Robustness Weights
weights.lmrob
Extract Robustness and Model Weights
splitFrame
Split Continuous and Categorical Predictors
summary.lts
Summary Method for LTS objects
possumDiv
Possum Diversity Data
starsCYG
Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1
summary.mcd
Summary Method for MCD objects
predict.glmrob
Predict Method for Robust GLM ("glmrob") Fits