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Support Functions and Datasets for Venables and Ripley's MASS

Functions and datasets to support Venables and Ripley, "Modern Applied Statistics with S" (4th edition, 2002).

Functions in MASS

Name Description
anorexia Anorexia Data on Weight Change
anova.negbin Likelihood Ratio Tests for Negative Binomial GLMs
cats Anatomical Data from Domestic Cats
contr.sdif Successive Differences Contrast Coding
caith Colours of Eyes and Hair of People in Caithness
birthwt Risk Factors Associated with Low Infant Birth Weight
UScrime The Effect of Punishment Regimes on Crime Rates
UScereal Nutritional and Marketing Information on US Cereals
biopsy Biopsy Data on Breast Cancer Patients
confint-MASS Confidence Intervals for Model Parameters
con2tr Convert Lists to Data Frames for use by lattice
coop Co-operative Trial in Analytical Chemistry
crabs Morphological Measurements on Leptograpsus Crabs
OME Tests of Auditory Perception in Children with OME
beav1 Body Temperature Series of Beaver 1
accdeaths Accidental Deaths in the US 1973-1978
denumerate Transform an Allowable Formula for 'loglm' into one for 'terms'
addterm Try All One-Term Additions to a Model
deaths Monthly Deaths from Lung Diseases in the UK
beav2 Body Temperature Series of Beaver 2
corresp Simple Correspondence Analysis
eagles Foraging Ecology of Bald Eagles
epil Seizure Counts for Epileptics
cov.rob Resistant Estimation of Multivariate Location and Scatter
gamma.shape Estimate the Shape Parameter of the Gamma Distribution in a GLM Fit
gehan Remission Times of Leukaemia Patients
galaxies Velocities for 82 Galaxies
dose.p Predict Doses for Binomial Assay model
gamma.dispersion Calculate the MLE of the Gamma Dispersion Parameter in a GLM Fit
fgl Measurements of Forensic Glass Fragments
fitdistr Maximum-likelihood Fitting of Univariate Distributions
housing Frequency Table from a Copenhagen Housing Conditions Survey
hist.scott Plot a Histogram with Automatic Bin Width Selection
lm.gls Fit Linear Models by Generalized Least Squares
VA Veteran's Administration Lung Cancer Trial
abbey Determinations of Nickel Content
huber Huber M-estimator of Location with MAD Scale
boxcox Box-Cox Transformations for Linear Models
cabbages Data from a cabbage field trial
area Adaptive Numerical Integration
cement Heat Evolved by Setting Cements
gilgais Line Transect of Soil in Gilgai Territory
hubers Huber Proposal 2 Robust Estimator of Location and/or Scale
bacteria Presence of Bacteria after Drug Treatments
chem Copper in Wholemeal Flour
loglm Fit Log-Linear Models by Iterative Proportional Scaling
ginv Generalized Inverse of a Matrix
lm.ridge Ridge Regression
immer Yields from a Barley Field Trial
isoMDS Kruskal's Non-metric Multidimensional Scaling
mca Multiple Correspondence Analysis
pairs.lda Produce Pairwise Scatterplots from an 'lda' Fit
bandwidth.nrd Bandwidth for density() via Normal Reference Distribution
mammals Brain and Body Weights for 62 Species of Land Mammals
forbes Forbes' Data on Boiling Points in the Alps
farms Ecological Factors in Farm Management
eqscplot Plots with Geometrically Equal Scales
parcoord Parallel Coordinates Plot
predict.glmmPQL Predict Method for glmmPQL Fits
loglm1 Fit Log-Linear Models by Iterative Proportional Scaling -- Internal function
predict.lda Classify Multivariate Observations by Linear Discrimination
bcv Biased Cross-Validation for Bandwidth Selection
fractions Rational Approximation
cov.trob Covariance Estimation for Multivariate t Distribution
motors Accelerated Life Testing of Motorettes
quine Absenteeism from School in Rural New South Wales
muscle Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
qda Quadratic Discriminant Analysis
glm.convert Change a Negative Binomial fit to a GLM fit
logtrans Estimate log Transformation Parameter
cpus Performance of Computer CPUs
glm.nb Fit a Negative Binomial Generalized Linear Model
rotifer Numbers of Rotifers by Fluid Density
summary.loglm Summary Method Function for Objects of Class 'loglm'
drivers Deaths of Car Drivers in Great Britain 1969-84
sammon Sammon's Non-Linear Mapping
lqs Resistant Regression
summary.negbin Summary Method Function for Objects of Class 'negbin'
kde2d Two-Dimensional Kernel Density Estimation
oats Data from an Oats Field Trial
dropterm Try All One-Term Deletions from a Model
painters The Painter's Data of de Piles
newcomb Newcomb's Measurements of the Passage Time of Light
petrol N. L. Prater's Petrol Refinery Data
lda Linear Discriminant Analysis
geyser Old Faithful Geyser Data
genotype Rat Genotype Data
nlschools Eighth-Grade Pupils in the Netherlands
Belgian-phones Belgium Phone Calls 1950-1973
rational Rational Approximation
mcycle Data from a Simulated Motorcycle Accident
renumerate Convert a Formula Transformed by 'denumerate'
shrimp Percentage of Shrimp in Shrimp Cocktail
shuttle Space Shuttle Autolander Problem
menarche Age of Menarche in Warsaw
predict.lqs Predict from an lqs Fit
mvrnorm Simulate from a Multivariate Normal Distribution
stormer The Stormer Viscometer Data
negative.binomial Family function for Negative Binomial GLMs
predict.mca Predict Method for Class 'mca'
rlm Robust Fitting of Linear Models
rms.curv Relative Curvature Measures for Non-Linear Regression
snails Snail Mortality Data
stdres Extract Standardized Residuals from a Linear Model
glmmPQL Fit Generalized Linear Mixed Models via PQL
plot.profile Plotting Functions for 'profile' Objects
studres Extract Studentized Residuals from a Linear Model
hills Record Times in Scottish Hill Races
ucv Unbiased Cross-Validation for Bandwidth Selection
topo Spatial Topographic Data
polr Ordered Logistic or Probit Regression
profile.glm Method for Profiling glm Objects
waders Counts of Waders at 15 Sites in South Africa
predict.qda Classify from Quadratic Discriminant Analysis
steam The Saturated Steam Pressure Data
truehist Plot a Histogram
whiteside House Insulation: Whiteside's Data
summary.rlm Summary Method for Robust Linear Models
stepAIC Choose a model by AIC in a Stepwise Algorithm
survey Student Survey Data
width.SJ Bandwidth Selection by Pilot Estimation of Derivatives
ldahist Histograms or Density Plots of Multiple Groups
leuk Survival Times and White Blood Counts for Leukaemia Patients
michelson Michelson's Speed of Light Data
minn38 Minnesota High School Graduates of 1938
npk Classical N, P, K Factorial Experiment
npr1 US Naval Petroleum Reserve No. 1 data
plot.lda Plot Method for Class 'lda'
plot.mca Plot Method for Objects of Class 'mca'
rnegbin Simulate Negative Binomial Variates
road Road Accident Deaths in US States
ships Ships Damage Data
shoes Shoe wear data of Box, Hunter and Hunter
synth.tr Synthetic Classification Problem
theta.md Estimate theta of the Negative Binomial
write.matrix Write a Matrix or Data Frame
wtloss Weight Loss Data from an Obese Patient
Boston Housing Values in Suburbs of Boston
Animals Brain and Body Weights for 28 Species
Cushings Diagnostic Tests on Patients with Cushing's Syndrome
Melanoma Survival from Malignant Melanoma
MASS-internal Internal MASS functions
Aids2 Australian AIDS Survival Data
Cars93 Data from 93 Cars on Sale in the USA in 1993
Insurance Numbers of Car Insurance claims
DDT DDT in Kale
GAGurine Level of GAG in Urine of Children
Sitka Growth Curves for Sitka Spruce Trees in 1988
Pima.tr Diabetes in Pima Indian Women
SP500 Returns of the Standard and Poors 500
Rabbit Blood Pressure in Rabbits
Sitka89 Growth Curves for Sitka Spruce Trees in 1989
Skye AFM Compositions of Aphyric Skye Lavas
Null Null Spaces of Matrices
Rubber Accelerated Testing of Tyre Rubber
Traffic Effect of Swedish Speed Limits on Accidents
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Details

Priority recommended
Date 2018-04-17
Revision $Rev: 3487 $
LazyData yes
ByteCompile yes
License GPL-2 | GPL-3
URL http://www.stats.ox.ac.uk/pub/MASS4/
Contact
NeedsCompilation yes
Packaged 2018-04-18 15:35:07 UTC; ripley
Repository CRAN
Date/Publication 2018-04-30 08:20:14 UTC

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