MASS v7.3-20

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by Brian Ripley

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

Priority recommended
Date 2012-08-01
Revision $Rev: 3210 $
License GPL-2 | GPL-3
URL http://www.stats.ox.ac.uk/pub/MASS4/
LazyData yes
Packaged 2012-08-01 16:22:41 UTC; ripley
Repository CRAN
Date/Publication 2012-08-01 16:27:52

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