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MASS (version 7.3-22)

Support Functions and Datasets for Venables and Ripley's MASS

Description

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

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Version

Install

install.packages('MASS')

Monthly Downloads

108,239

Version

7.3-22

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

October 8th, 2012

Functions in MASS (7.3-22)

Cushings

Diagnostic Tests on Patients with Cushing's Syndrome
cement

Heat Evolved by Setting Cements
UScrime

The Effect of Punishment Regimes on Crime Rates
Aids2

Australian AIDS Survival Data
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
GAGurine

Level of GAG in Urine of Children
fractions

Rational Approximation
bacteria

Presence of Bacteria after Drug Treatments
eagles

Foraging Ecology of Bald Eagles
Insurance

Numbers of Car Insurance claims
deaths

Monthly Deaths from Lung Diseases in the UK
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
Null

Null Spaces of Matrices
UScereal

Nutritional and Marketing Information on US Cereals
cov.trob

Covariance Estimation for Multivariate t Distribution
cov.rob

Resistant Estimation of Multivariate Location and Scatter
dropterm

Try All One-Term Deletions from a Model
gilgais

Line Transect of Soil in Gilgai Territory
gehan

Remission Times of Leukaemia Patients
OME

Tests of Auditory Perception in Children with OME
hubers

Huber Proposal 2 Robust Estimator of Location and/or Scale
denumerate

Transform an Allowable Formula for 'loglm' into one for 'terms'
chem

Copper in Wholemeal Flour
Cars93

Data from 93 Cars on Sale in the USA in 1993
oats

Data from an Oats Field Trial
eqscplot

Plots with Geometrically Equal Scales
farms

Ecological Factors in Farm Management
corresp

Simple Correspondence Analysis
caith

Colours of Eyes and Hair of People in Caithness
loglm1

Fit Log-Linear Models by Iterative Proportional Scaling -- Internal function
menarche

Age of Menarche in Warsaw
shrimp

Percentage of Shrimp in Shrimp Cocktail
predict.glmmPQL

Predict Method for glmmPQL Fits
newcomb

Newcomb's Measurements of the Passage Time of Light
road

Road Accident Deaths in US States
summary.negbin

Summary Method Function for Objects of Class 'negbin'
Melanoma

Survival from Malignant Melanoma
painters

The Painter's Data of de Piles
Skye

AFM Compositions of Aphyric Skye Lavas
genotype

Rat Genotype Data
addterm

Try All One-Term Additions to a Model
VA

Veteran's Administration Lung Cancer Trial
glmmPQL

Fit Generalized Linear Mixed Models via PQL
Rabbit

Blood Pressure in Rabbits
Sitka

Growth Curves for Sitka Spruce Trees in 1988
Rubber

Accelerated Testing of Tyre Rubber
con2tr

Convert Lists to Data Frames for use by lattice
anorexia

Anorexia Data on Weight Change
pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit
truehist

Plot a Histogram
cats

Anatomical Data from Domestic Cats
plot.mca

Plot Method for Objects of Class 'mca'
lqs

Resistant Regression
plot.lda

Plot Method for Class 'lda'
galaxies

Velocities for 82 Galaxies
MASS-internal

Internal MASS functions
area

Adaptive Numerical Integration
cpus

Performance of Computer CPUs
leuk

Survival Times and White Blood Counts for Leukaemia Patients
abbey

Determinations of Nickel Content
ucv

Unbiased Cross-Validation for Bandwidth Selection
survey

Student Survey Data
renumerate

Convert a Formula Transformed by 'denumerate'
summary.rlm

Summary Method for Robust Linear Models
topo

Spatial Topographic Data
lm.ridge

Ridge Regression
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
write.matrix

Write a Matrix or Data Frame
wtloss

Weight Loss Data from an Obese Patient
motors

Accelerated Life Testing of Motorettes
minn38

Minnesota High School Graduates of 1938
parcoord

Parallel Coordinates Plot
bcv

Biased Cross-Validation for Bandwidth Selection
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
rms.curv

Relative Curvature Measures for Non-Linear Regression
ships

Ships Damage Data
mca

Multiple Correspondence Analysis
polr

Ordered Logistic or Probit Regression
profile.glm

Method for Profiling glm Objects
contr.sdif

Successive Differences Contrast Coding
predict.lqs

Predict from an lqs Fit
coop

Co-operative Trial in Analytical Chemistry
steam

The Saturated Steam Pressure Data
theta.md

Estimate theta of the Negative Binomial
ginv

Generalized Inverse of a Matrix
ldahist

Histograms or Density Plots of Multiple Groups
immer

Yields from a Barley Field Trial
Traffic

Effect of Swedish Speed Limits on Accidents
logtrans

Estimate log Transformation Parameter
Pima.tr

Diabetes in Pima Indian Women
summary.loglm

Summary Method Function for Objects of Class 'loglm'
huber

Huber M-estimator of Location with MAD Scale
boxcox

Box-Cox Transformations for Linear Models
dose.p

Predict Doses for Binomial Assay model
michelson

Michelson's Speed of Light Data
SP500

Returns of the Standard and Poors 500
lda

Linear Discriminant Analysis
geyser

Old Faithful Geyser Data
epil

Seizure Counts for Epileptics
accdeaths

Accidental Deaths in the US 1973-1978
hills

Record Times in Scottish Hill Races
npr1

US Naval Petroleum Reserve No. 1 data
cabbages

Data from a cabbage field trial
crabs

Morphological Measurements on Leptograpsus Crabs
negative.binomial

Family function for Negative Binomial GLMs
npk

Classical N, P, K Factorial Experiment
housing

Frequency Table from a Copenhagen Housing Conditions Survey
Belgian-phones

Belgium Phone Calls 1950-1973
forbes

Forbes' Data on Boiling Points in the Alps
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
rnegbin

Simulate Negative Binomial Variates
predict.qda

Classify from Quadratic Discriminant Analysis
rational

Rational Approximation
rlm

Robust Fitting of Linear Models
shoes

Shoe wear data of Box, Hunter and Hunter
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
predict.mca

Predict Method for Class 'mca'
gamma.shape

Estimate the Shape Parameter of the Gamma Distribution in a GLM Fit
kde2d

Two-Dimensional Kernel Density Estimation
mvrnorm

Simulate from a Multivariate Normal Distribution
quine

Absenteeism from School in Rural New South Wales
synth.tr

Synthetic Classification Problem
shuttle

Space Shuttle Autolander Problem
whiteside

House Insulation: Whiteside's Data
beav2

Body Temperature Series of Beaver 2
beav1

Body Temperature Series of Beaver 1
stepAIC

Choose a model by AIC in a Stepwise Algorithm
studres

Extract Studentized Residuals from a Linear Model
nlschools

Eighth-Grade Pupils in the Netherlands
drivers

Deaths of Car Drivers in Great Britain 1969-84
lm.gls

Fit Linear Models by Generalized Least Squares
rotifer

Numbers of Rotifers by Fluid Density
snails

Snail Mortality Data
birthwt

Risk Factors Associated with Low Infant Birth Weight
mammals

Brain and Body Weights for 62 Species of Land Mammals
hist.scott

Plot a Histogram with Automatic Bin Width Selection
gamma.dispersion

Calculate the MLE of the Gamma Dispersion Parameter in a GLM Fit
stormer

The Stormer Viscometer Data
isoMDS

Kruskal's Non-metric Multidimensional Scaling
sammon

Sammon's Non-Linear Mapping
qda

Quadratic Discriminant Analysis
fgl

Measurements of Forensic Glass Fragments
petrol

N. L. Prater's Petrol Refinery Data
predict.lda

Classify Multivariate Observations by Linear Discrimination
glm.convert

Change a Negative Binomial fit to a GLM fit
waders

Counts of Waders at 15 Sites in South Africa
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
confint-MASS

Confidence Intervals for Model Parameters
plot.profile

Plotting Functions for 'profile' Objects
biopsy

Biopsy Data on Breast Cancer Patients
mcycle

Data from a Simulated Motorcycle Accident
stdres

Extract Standardized Residuals from a Linear Model
glm.nb

Fit a Negative Binomial Generalized Linear Model
DDT

DDT in Kale
Boston

Housing Values in Suburbs of Boston
Animals

Brain and Body Weights for 28 Species