MASS v7.3-23

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

Priority recommended
Date 2013-01-08
Revision $Rev: 3281 $
LazyData yes
ByteCompile yes
License GPL-2 | GPL-3
URL http://www.stats.ox.ac.uk/pub/MASS4/
Packaged 2013-01-08 11:45:14 UTC; ripley
Repository CRAN
Date/Publication 2013-01-08 16:48:54

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