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MASS (version 7.3-32)

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

112,643

Version

7.3-32

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

April 27th, 2014

Functions in MASS (7.3-32)

cats

Anatomical Data from Domestic Cats
Rabbit

Blood Pressure in Rabbits
DDT

DDT in Kale
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
eqscplot

Plots with Geometrically Equal Scales
anorexia

Anorexia Data on Weight Change
caith

Colours of Eyes and Hair of People in Caithness
Cars93

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

Biopsy Data on Breast Cancer Patients
Boston

Housing Values in Suburbs of Boston
mcycle

Data from a Simulated Motorcycle Accident
galaxies

Velocities for 82 Galaxies
boxcox

Box-Cox Transformations for Linear Models
UScereal

Nutritional and Marketing Information on US Cereals
glm.nb

Fit a Negative Binomial Generalized Linear Model
OME

Tests of Auditory Perception in Children with OME
Animals

Brain and Body Weights for 28 Species
predict.lda

Classify Multivariate Observations by Linear Discrimination
Null

Null Spaces of Matrices
Pima.tr

Diabetes in Pima Indian Women
cabbages

Data from a cabbage field trial
UScrime

The Effect of Punishment Regimes on Crime Rates
immer

Yields from a Barley Field Trial
Melanoma

Survival from Malignant Melanoma
beav2

Body Temperature Series of Beaver 2
predict.glmmPQL

Predict Method for glmmPQL Fits
Traffic

Effect of Swedish Speed Limits on Accidents
MASS-internal

Internal MASS functions
Sitka

Growth Curves for Sitka Spruce Trees in 1988
fgl

Measurements of Forensic Glass Fragments
contr.sdif

Successive Differences Contrast Coding
corresp

Simple Correspondence Analysis
housing

Frequency Table from a Copenhagen Housing Conditions Survey
gamma.shape

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

Heat Evolved by Setting Cements
cov.trob

Covariance Estimation for Multivariate t Distribution
beav1

Body Temperature Series of Beaver 1
glmmPQL

Fit Generalized Linear Mixed Models via PQL
npk

Classical N, P, K Factorial Experiment
kde2d

Two-Dimensional Kernel Density Estimation
isoMDS

Kruskal's Non-metric Multidimensional Scaling
ldahist

Histograms or Density Plots of Multiple Groups
GAGurine

Level of GAG in Urine of Children
confint-MASS

Confidence Intervals for Model Parameters
lm.ridge

Ridge Regression
predict.lqs

Predict from an lqs Fit
fractions

Rational Approximation
ginv

Generalized Inverse of a Matrix
epil

Seizure Counts for Epileptics
dose.p

Predict Doses for Binomial Assay model
bacteria

Presence of Bacteria after Drug Treatments
birthwt

Risk Factors Associated with Low Infant Birth Weight
Aids2

Australian AIDS Survival Data
con2tr

Convert Lists to Data Frames for use by lattice
dropterm

Try All One-Term Deletions from a Model
SP500

Returns of the Standard and Poors 500
Cushings

Diagnostic Tests on Patients with Cushing's Syndrome
accdeaths

Accidental Deaths in the US 1973-1978
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
cov.rob

Resistant Estimation of Multivariate Location and Scatter
renumerate

Convert a Formula Transformed by 'denumerate'
oats

Data from an Oats Field Trial
geyser

Old Faithful Geyser Data
denumerate

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

Co-operative Trial in Analytical Chemistry
snails

Snail Mortality Data
abbey

Determinations of Nickel Content
gamma.dispersion

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

Line Transect of Soil in Gilgai Territory
qda

Quadratic Discriminant Analysis
steam

The Saturated Steam Pressure Data
genotype

Rat Genotype Data
chem

Copper in Wholemeal Flour
mca

Multiple Correspondence Analysis
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
farms

Ecological Factors in Farm Management
VA

Veteran's Administration Lung Cancer Trial
loglm1

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

Parallel Coordinates Plot
deaths

Monthly Deaths from Lung Diseases in the UK
rational

Rational Approximation
area

Adaptive Numerical Integration
summary.loglm

Summary Method Function for Objects of Class 'loglm'
hubers

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

Weight Loss Data from an Obese Patient
Rubber

Accelerated Testing of Tyre Rubber
ships

Ships Damage Data
huber

Huber M-estimator of Location with MAD Scale
mvrnorm

Simulate from a Multivariate Normal Distribution
cpus

Performance of Computer CPUs
Skye

AFM Compositions of Aphyric Skye Lavas
logtrans

Estimate log Transformation Parameter
crabs

Morphological Measurements on Leptograpsus Crabs
forbes

Forbes' Data on Boiling Points in the Alps
glm.convert

Change a Negative Binomial fit to a GLM fit
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
addterm

Try All One-Term Additions to a Model
lm.gls

Fit Linear Models by Generalized Least Squares
Insurance

Numbers of Car Insurance claims
npr1

US Naval Petroleum Reserve No. 1 data
pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit
bcv

Biased Cross-Validation for Bandwidth Selection
shrimp

Percentage of Shrimp in Shrimp Cocktail
gehan

Remission Times of Leukaemia Patients
road

Road Accident Deaths in US States
stormer

The Stormer Viscometer Data
stepAIC

Choose a model by AIC in a Stepwise Algorithm
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
nlschools

Eighth-Grade Pupils in the Netherlands
studres

Extract Studentized Residuals from a Linear Model
plot.profile

Plotting Functions for 'profile' Objects
truehist

Plot a Histogram
predict.mca

Predict Method for Class 'mca'
michelson

Michelson's Speed of Light Data
hist.scott

Plot a Histogram with Automatic Bin Width Selection
profile.glm

Method for Profiling glm Objects
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
rotifer

Numbers of Rotifers by Fluid Density
lqs

Resistant Regression
stdres

Extract Standardized Residuals from a Linear Model
shuttle

Space Shuttle Autolander Problem
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
negative.binomial

Family function for Negative Binomial GLMs
mammals

Brain and Body Weights for 62 Species of Land Mammals
rnegbin

Simulate Negative Binomial Variates
waders

Counts of Waders at 15 Sites in South Africa
lda

Linear Discriminant Analysis
topo

Spatial Topographic Data
sammon

Sammon's Non-Linear Mapping
petrol

N. L. Prater's Petrol Refinery Data
write.matrix

Write a Matrix or Data Frame
eagles

Foraging Ecology of Bald Eagles
survey

Student Survey Data
summary.negbin

Summary Method Function for Objects of Class 'negbin'
menarche

Age of Menarche in Warsaw
whiteside

House Insulation: Whiteside's Data
drivers

Deaths of Car Drivers in Great Britain 1969-84
rlm

Robust Fitting of Linear Models
synth.tr

Synthetic Classification Problem
theta.md

Estimate theta of the Negative Binomial
newcomb

Newcomb's Measurements of the Passage Time of Light
motors

Accelerated Life Testing of Motorettes
ucv

Unbiased Cross-Validation for Bandwidth Selection
hills

Record Times in Scottish Hill Races
quine

Absenteeism from School in Rural New South Wales
predict.qda

Classify from Quadratic Discriminant Analysis
summary.rlm

Summary Method for Robust Linear Models
rms.curv

Relative Curvature Measures for Non-Linear Regression
painters

The Painter's Data of de Piles
leuk

Survival Times and White Blood Counts for Leukaemia Patients
polr

Ordered Logistic or Probit Regression
shoes

Shoe wear data of Box, Hunter and Hunter
plot.lda

Plot Method for Class 'lda'
minn38

Minnesota High School Graduates of 1938
Belgian-phones

Belgium Phone Calls 1950-1973
plot.mca

Plot Method for Objects of Class 'mca'