MASS v7.3-25

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

Priority recommended
Date 2013-03-14
Revision $Rev: 3294 $
LazyData yes
ByteCompile yes
License GPL-2 | GPL-3
URL http://www.stats.ox.ac.uk/pub/MASS4/
Packaged 2013-03-14 18:17:39 UTC; ripley

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