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Functions:
=========
Null Null Spaces of Matrices
addterm Try All OneTerm Additions to a Model
anova.negbin Likelihood Ratio Tests for Negative Binomial GLMs
area Adaptive Numerical Integration
bandwidth.nrd Bandwidth for density() via Normal Reference
Distribution
bcv Biased CrossValidation for Bandwidth Selection
boxcox BoxCox Transformations for Linear Models
con2tr Convert Lists to Data Frames for use by lattice
confintMASS Confidence Intervals for Model Parameters
contr.sdif Successive Differences Contrast Coding
corresp Simple Correspondence Analysis
cov.rob Resistant Estimation of Multivariate Location and
Scatter
cov.trob Covariance Estimation for Multivariate t Distribution
denumerate Transform an Allowable Formula for 'loglm'
into one for 'terms'
dose.p Predict Doses for Binomial Assay model
dropterm Try All OneTerm Deletions from a Model
eqscplot Plots with Geometrically Equal Scales
fitdistr Maximumlikelihood Fitting of Univariate Distributions
fractions Rational Approximation
gamma.dispersion Calculate the MLE of the Gamma Dispersion Parameter
in a GLM Fit
gamma.shape Estimate the Shape Parameter of the Gamma Distribution
in a GLM Fit
ginv Generalized Inverse of a Matrix
glm.convert Change a Negative Binomial fit to a GLM fit
glm.nb Fit a Negative Binomial Generalized Linear Model
glmmPQL Fit Generalized Linear Mixed Models via PQL
hist.scott Plot a Histogram with Automatic Bin Width Selection
huber Huber Mestimator of Location with MAD Scale
hubers Huber Proposal 2 Robust Estimator of Location
and/or Scale
isoMDS Kruskal's Nonmetric Multidimensional Scaling
kde2d TwoDimensional Kernel Density Estimation
lda Linear Discriminant Analysis
ldahist Histograms or Density Plots of Multiple Groups
lm.gls Fit Linear Models by Generalized Least Squares
lm.ridge Ridge Regression
loglm Fit LogLinear Models by Iterative
Proportional Scaling
logtrans Estimate log Transformation Parameter
lqs Resistant Regression
mca Multiple Correspondence Analysis
mvrnorm Simulate from a Multivariate Normal Distribution
negative.binomial Family function for Negative Binomial GLMs
newcomb Newcomb's Measurements of the Passage Time of Light
pairs.lda Produce Pairwise Scatterplots from an 'lda' Fit
parcoord Parallel Coordinates Plot
plot.lda Plot Method for Class 'lda'
plot.mca Plot Method for Objects of Class 'mca'
polr Proportional Odds Logistic Regression
predict.lda Classify Multivariate Observations by Linear
Discrimination
predict.lqs Predict from an lqs Fit
predict.mca Predict Method for Class 'mca'
predict.qda Classify from Quadratic Discriminant Analysis
profile.glm Method for Profiling glm Objects
qda Quadratic Discriminant Analysis
rational Rational Approximation
renumerate Convert a Formula Transformed by 'denumerate'
rlm Robust Fitting of Linear Models
rms.curv Relative Curvature Measures for NonLinear Regression
rnegbin Simulate Negative Binomial Variates
sammon Sammon's NonLinear Mapping
stdres Extract Standardized Residuals from a Linear Model
stepAIC Choose a model by AIC in a Stepwise Algorithm
studres Extract Studentized Residuals from a Linear Model
summary.loglm Summary Method Function for Objects of Class 'loglm'
summary.negbin Summary Method Function for Objects of Class 'negbin'
summary.rlm Summary Method for Robust Linear Models
theta.md Estimate theta of the Negative Binomial by Deviance
theta.ml Estimate theta of the Negative Binomial by Maximum
Likelihood
theta.mm Estimate theta of the Negative Binomial by Moments
truehist Plot a Histogram
ucv Unbiased CrossValidation for Bandwidth Selection
width.SJ Bandwidth Selection by Pilot Estimation of Derivatives
write.matrix Write a Matrix or Data Frame
Datasets:
========
Aids2 Australian AIDS Survival Data
Animals Brain and Body Weights for 28 Species
Boston Housing Values in Suburbs of Boston
Cars93 Data from 93 Cars on Sale in the USA in 1993
Cushings Diagnostic Tests on Patients with Cushing's Syndrome
DDT DDT in Kale
GAGurine Level of GAG in Urine of Children
Insurance Numbers of Car Insurance claims
Melanoma Survival from Malignant Melanoma
OME Tests of Auditory Perception in Children with OME
Pima.tr Diabetes in Pima Indian Women
Rabbit Blood Pressure in Rabbits
Rubber Accelerated Testing of Tyre Rubber
SP500 Returns of the Standard and Poors 500
Sitka Growth Curves for Sitka Spruce Trees in 1988
Sitka89 Growth Curves for Sitka Spruce Trees in 1989
Skye AFM Compositions of Aphyric Skye Lavas
Traffic Effect of Swedish Speed Limits on Accidents
UScereal Nutritional and Marketing Information on US Cereals
UScrime The Effect of Punishment Regimes on Crime Rates
VA Veteran's Administration Lung Cancer Trial
abbey Determinations of Nickel Content
accdeaths Accidental Deaths in the US 19731978
anorexia Anorexia Data on Weight Change
bacteria Presence of Bacteria after Drug Treatments
beav1 Body Temperature Series of Beaver 1
beav2 Body Temperature Series of Beaver 2
biopsy Biopsy Data on Breast Cancer Patients
birthwt Risk Factors Associated with Low Infant Birth Weight
cabbages Data from a cabbage field trial
caith Colours of Eyes and Hair of People in Caithness
cats Anatomical Data from Domestic Cats
cement Heat Evolved by Setting Cements
chem Copper in Wholemeal Flour
coop Cooperative Trial in Analytical Chemistry
cpus Performance of Computer CPUs
crabs Morphological Measurements on Leptograpsus Crabs
deaths Monthly Deaths from Lung Diseases in the UK
drivers Deaths of Car Drivers in Great Britain 196984
eagles Foraging Ecology of Bald Eagles
epil Seizure Counts for Epileptics
farms Ecological Factors in Farm Management
fgl Measurements of Forensic Glass Fragments
forbes Forbes' Data on Boiling Points in the Alps
galaxies Velocities for 82 Galaxies
gehan Remission Times of Leukaemia Patients
genotype Rat Genotype Data
geyser Old Faithful Geyser Data
gilgais Line Transect of Soil in Gilgai Territory
hills Record Times in Scottish Hill Races
housing Frequency Table from a Copenhagen Housing Conditions
Survey
immer Yields from a Barley Field Trial
leuk Survival Times and White Blood Counts for
Leukaemia Patients
mammals Brain and Body Weights for 62 Species of Land Mammals
mcycle Data from a Simulated Motorcycle Accident
menarche Age of Menarche in Warsaw
michelson Michelson's Speed of Light Data
minn38 Minnesota High School Graduates of 1938
motors Accelerated Life Testing of Motorettes
muscle Effect of Calcium Chloride on Muscle Contraction
in Rat Hearts
newcomb Newcomb's Measurements of the Passage Time of Light
nlschools EighthGrade Pupils in the Netherlands
npk Classical N, P, K Factorial Experiment
npr1 US Naval Petroleum Reserve No. 1 data
oats Data from an Oats Field Trial
painters The Painter's Data of de Piles
petrol N. L. Prater's Petrol Refinery Data
phones Belgium Phone Calls 19501973
quine Absenteeism from School in Rural New South Wales
road Road Accident Deaths in US States
rotifer Numbers of Rotifers by Fluid Density
ships Ships Damage Data
shoes Shoe wear data of Box, Hunter and Hunter
shrimp Percentage of Shrimp in Shrimp Cocktail
shuttle Space Shuttle Autolander Problem
snails Snail Mortality Data
steam The Saturated Steam Pressure Data
stormer The Stormer Viscometer Data
survey Student Survey Data
synth.tr Synthetic Classification Problem
topo Spatial Topographic Data
waders Counts of Waders at 15 Sites in South Africa
whiteside House Insulation: Whiteside's Data
wtloss Weight Loss Data from an Obese Patient
