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MASS (version 7.3-57)

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

199,573

Version

7.3-57

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

April 22nd, 2022

Functions in MASS (7.3-57)

DDT

DDT in Kale
Insurance

Numbers of Car Insurance claims
Boston

Housing Values in Suburbs of Boston
Cars93

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

Level of GAG in Urine of Children
Aids2

Australian AIDS Survival Data
Cushings

Diagnostic Tests on Patients with Cushing's Syndrome
MASS-internal

Internal MASS functions
Animals

Brain and Body Weights for 28 Species
Pima.tr

Diabetes in Pima Indian Women
UScereal

Nutritional and Marketing Information on US Cereals
caith

Colours of Eyes and Hair of People in Caithness
cats

Anatomical Data from Domestic Cats
UScrime

The Effect of Punishment Regimes on Crime Rates
accdeaths

Accidental Deaths in the US 1973-1978
beav1

Body Temperature Series of Beaver 1
Rabbit

Blood Pressure in Rabbits
addterm

Try All One-Term Additions to a Model
beav2

Body Temperature Series of Beaver 2
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
Melanoma

Survival from Malignant Melanoma
Sitka

Growth Curves for Sitka Spruce Trees in 1988
contr.sdif

Successive Differences Contrast Coding
Rubber

Accelerated Testing of Tyre Rubber
abbey

Determinations of Nickel Content
VA

Veteran's Administration Lung Cancer Trial
corresp

Simple Correspondence Analysis
cement

Heat Evolved by Setting Cements
chem

Copper in Wholemeal Flour
Null

Null Spaces of Matrices
coop

Co-operative Trial in Analytical Chemistry
cov.rob

Resistant Estimation of Multivariate Location and Scatter
drivers

Deaths of Car Drivers in Great Britain 1969-84
farms

Ecological Factors in Farm Management
forbes

Forbes' Data on Boiling Points in the Alps
fractions

Rational Approximation
eqscplot

Plots with Geometrically Equal Scales
Traffic

Effect of Swedish Speed Limits on Accidents
Skye

AFM Compositions of Aphyric Skye Lavas
dropterm

Try All One-Term Deletions from a Model
SP500

Returns of the Standard and Poors 500
OME

Tests of Auditory Perception in Children with OME
con2tr

Convert Lists to Data Frames for use by lattice
gamma.shape

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

Seizure Counts for Epileptics
eagles

Foraging Ecology of Bald Eagles
birthwt

Risk Factors Associated with Low Infant Birth Weight
confint-MASS

Confidence Intervals for Model Parameters
genotype

Rat Genotype Data
biopsy

Biopsy Data on Breast Cancer Patients
geyser

Old Faithful Geyser Data
area

Adaptive Numerical Integration
denumerate

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

Line Transect of Soil in Gilgai Territory
huber

Huber M-estimator of Location with MAD Scale
michelson

Michelson's Speed of Light Data
gehan

Remission Times of Leukaemia Patients
isoMDS

Kruskal's Non-metric Multidimensional Scaling
oats

Data from an Oats Field Trial
hubers

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

Yields from a Barley Field Trial
painters

The Painter's Data of de Piles
minn38

Minnesota High School Graduates of 1938
dose.p

Predict Doses for Binomial Assay model
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
gamma.dispersion

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

Velocities for 82 Galaxies
topo

Spatial Topographic Data
anorexia

Anorexia Data on Weight Change
truehist

Plot a Histogram
motors

Accelerated Life Testing of Motorettes
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
petrol

N. L. Prater's Petrol Refinery Data
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
hist.scott

Plot a Histogram with Automatic Bin Width Selection
boxcox

Box-Cox Transformations for Linear Models
bcv

Biased Cross-Validation for Bandwidth Selection
bacteria

Presence of Bacteria after Drug Treatments
glm.convert

Change a Negative Binomial fit to a GLM fit
glm.nb

Fit a Negative Binomial Generalized Linear Model
kde2d

Two-Dimensional Kernel Density Estimation
lda

Linear Discriminant Analysis
rms.curv

Relative Curvature Measures for Non-Linear Regression
rlm

Robust Fitting of Linear Models
negative.binomial

Family function for Negative Binomial GLMs
Belgian-phones

Belgium Phone Calls 1950-1973
mvrnorm

Simulate from a Multivariate Normal Distribution
rotifer

Numbers of Rotifers by Fluid Density
cabbages

Data from a cabbage field trial
housing

Frequency Table from a Copenhagen Housing Conditions Survey
ldahist

Histograms or Density Plots of Multiple Groups
lm.gls

Fit Linear Models by Generalized Least Squares
mcycle

Data from a Simulated Motorcycle Accident
lm.ridge

Ridge Regression
ginv

Generalized Inverse of a Matrix
menarche

Age of Menarche in Warsaw
sammon

Sammon's Non-Linear Mapping
cpus

Performance of Computer CPUs
cov.trob

Covariance Estimation for Multivariate t Distribution
leuk

Survival Times and White Blood Counts for Leukaemia Patients
npk

Classical N, P, K Factorial Experiment
lqs

Resistant Regression
logtrans

Estimate log Transformation Parameter
crabs

Morphological Measurements on Leptograpsus Crabs
plot.mca

Plot Method for Objects of Class 'mca'
plot.lda

Plot Method for Class 'lda'
quine

Absenteeism from School in Rural New South Wales
pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit
deaths

Monthly Deaths from Lung Diseases in the UK
parcoord

Parallel Coordinates Plot
qda

Quadratic Discriminant Analysis
predict.glmmPQL

Predict Method for glmmPQL Fits
snails

Snail Mortality Data
predict.lqs

Predict from an lqs Fit
npr1

US Naval Petroleum Reserve No. 1 data
predict.lda

Classify Multivariate Observations by Linear Discrimination
road

Road Accident Deaths in US States
rnegbin

Simulate Negative Binomial Variates
predict.qda

Classify from Quadratic Discriminant Analysis
fgl

Measurements of Forensic Glass Fragments
steam

The Saturated Steam Pressure Data
profile.glm

Method for Profiling glm Objects
predict.mca

Predict Method for Class 'mca'
stdres

Extract Standardized Residuals from a Linear Model
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
glmmPQL

Fit Generalized Linear Mixed Models via PQL
hills

Record Times in Scottish Hill Races
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
loglm1

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

Brain and Body Weights for 62 Species of Land Mammals
stormer

The Stormer Viscometer Data
mca

Multiple Correspondence Analysis
whiteside

House Insulation: Whiteside's Data
summary.rlm

Summary Method for Robust Linear Models
studres

Extract Studentized Residuals from a Linear Model
newcomb

Newcomb's Measurements of the Passage Time of Light
stepAIC

Choose a model by AIC in a Stepwise Algorithm
shrimp

Percentage of Shrimp in Shrimp Cocktail
survey

Student Survey Data
write.matrix

Write a Matrix or Data Frame
summary.loglm

Summary Method Function for Objects of Class 'loglm'
summary.negbin

Summary Method Function for Objects of Class 'negbin'
rational

Rational Approximation
polr

Ordered Logistic or Probit Regression
shuttle

Space Shuttle Autolander Problem
nlschools

Eighth-Grade Pupils in the Netherlands
renumerate

Convert a Formula Transformed by 'denumerate'
ucv

Unbiased Cross-Validation for Bandwidth Selection
plot.profile

Plotting Functions for 'profile' Objects
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
waders

Counts of Waders at 15 Sites in South Africa
ships

Ships Damage Data
synth.tr

Synthetic Classification Problem
theta.md

Estimate theta of the Negative Binomial
wtloss

Weight Loss Data from an Obese Patient
shoes

Shoe wear data of Box, Hunter and Hunter