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MASS (version 7.3-60)

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

169,208

Version

7.3-60

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

May 4th, 2023

Functions in MASS (7.3-60)

Cushings

Diagnostic Tests on Patients with Cushing's Syndrome
DDT

DDT in Kale
Boston

Housing Values in Suburbs of Boston
GAGurine

Level of GAG in Urine of Children
Animals

Brain and Body Weights for 28 Species
Aids2

Australian AIDS Survival Data
Cars93

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

Numbers of Car Insurance claims
Skye

AFM Compositions of Aphyric Skye Lavas
Null

Null Spaces of Matrices
MASS-internal

Internal MASS functions
Melanoma

Survival from Malignant Melanoma
Traffic

Effect of Swedish Speed Limits on Accidents
Rubber

Accelerated Testing of Tyre Rubber
area

Adaptive Numerical Integration
OME

Tests of Auditory Perception in Children with OME
Pima.tr

Diabetes in Pima Indian Women
Sitka

Growth Curves for Sitka Spruce Trees in 1988
VA

Veteran's Administration Lung Cancer Trial
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
Rabbit

Blood Pressure in Rabbits
abbey

Determinations of Nickel Content
accdeaths

Accidental Deaths in the US 1973-1978
bacteria

Presence of Bacteria after Drug Treatments
biopsy

Biopsy Data on Breast Cancer Patients
birthwt

Risk Factors Associated with Low Infant Birth Weight
anorexia

Anorexia Data on Weight Change
addterm

Try All One-Term Additions to a Model
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
beav1

Body Temperature Series of Beaver 1
SP500

Returns of the Standard and Poors 500
UScereal

Nutritional and Marketing Information on US Cereals
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
bcv

Biased Cross-Validation for Bandwidth Selection
chem

Copper in Wholemeal Flour
cement

Heat Evolved by Setting Cements
contr.sdif

Successive Differences Contrast Coding
coop

Co-operative Trial in Analytical Chemistry
corresp

Simple Correspondence Analysis
caith

Colours of Eyes and Hair of People in Caithness
cats

Anatomical Data from Domestic Cats
beav2

Body Temperature Series of Beaver 2
con2tr

Convert Lists to Data Frames for use by lattice
cov.rob

Resistant Estimation of Multivariate Location and Scatter
crabs

Morphological Measurements on Leptograpsus Crabs
genotype

Rat Genotype Data
UScrime

The Effect of Punishment Regimes on Crime Rates
deaths

Monthly Deaths from Lung Diseases in the UK
boxcox

Box-Cox Transformations for Linear Models
eqscplot

Plots with Geometrically Equal Scales
geyser

Old Faithful Geyser Data
cabbages

Data from a cabbage field trial
farms

Ecological Factors in Farm Management
hist.scott

Plot a Histogram with Automatic Bin Width Selection
fractions

Rational Approximation
confint-MASS

Confidence Intervals for Model Parameters
forbes

Forbes' Data on Boiling Points in the Alps
eagles

Foraging Ecology of Bald Eagles
cov.trob

Covariance Estimation for Multivariate t Distribution
gilgais

Line Transect of Soil in Gilgai Territory
huber

Huber M-estimator of Location with MAD Scale
hubers

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

Generalized Inverse of a Matrix
epil

Seizure Counts for Epileptics
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
cpus

Performance of Computer CPUs
housing

Frequency Table from a Copenhagen Housing Conditions Survey
drivers

Deaths of Car Drivers in Great Britain 1969-84
mammals

Brain and Body Weights for 62 Species of Land Mammals
mca

Multiple Correspondence Analysis
dropterm

Try All One-Term Deletions from a Model
loglm1

Fit Log-Linear Models by Iterative Proportional Scaling -- Internal function
kde2d

Two-Dimensional Kernel Density Estimation
mvrnorm

Simulate from a Multivariate Normal Distribution
mcycle

Data from a Simulated Motorcycle Accident
lda

Linear Discriminant Analysis
denumerate

Transform an Allowable Formula for 'loglm' into one for 'terms'
negative.binomial

Family function for Negative Binomial GLMs
menarche

Age of Menarche in Warsaw
galaxies

Velocities for 82 Galaxies
logtrans

Estimate log Transformation Parameter
oats

Data from an Oats Field Trial
plot.lda

Plot Method for Class 'lda'
painters

The Painter's Data of de Piles
fgl

Measurements of Forensic Glass Fragments
lqs

Resistant Regression
dose.p

Predict Doses for Binomial Assay model
npk

Classical N, P, K Factorial Experiment
gamma.dispersion

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

Maximum-likelihood Fitting of Univariate Distributions
predict.qda

Classify from Quadratic Discriminant Analysis
gamma.shape

Estimate the Shape Parameter of the Gamma Distribution in a GLM Fit
glm.convert

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

Fit a Negative Binomial Generalized Linear Model
gehan

Remission Times of Leukaemia Patients
profile.glm

Method for Profiling glm Objects
npr1

US Naval Petroleum Reserve No. 1 data
plot.profile

Plotting Functions for 'profile' Objects
glmmPQL

Fit Generalized Linear Mixed Models via PQL
steam

The Saturated Steam Pressure Data
hills

Record Times in Scottish Hill Races
ldahist

Histograms or Density Plots of Multiple Groups
plot.mca

Plot Method for Objects of Class 'mca'
leuk

Survival Times and White Blood Counts for Leukaemia Patients
immer

Yields from a Barley Field Trial
isoMDS

Kruskal's Non-metric Multidimensional Scaling
rlm

Robust Fitting of Linear Models
stepAIC

Choose a model by AIC in a Stepwise Algorithm
lm.gls

Fit Linear Models by Generalized Least Squares
rms.curv

Relative Curvature Measures for Non-Linear Regression
synth.tr

Synthetic Classification Problem
motors

Accelerated Life Testing of Motorettes
polr

Ordered Logistic or Probit Regression
summary.loglm

Summary Method Function for Objects of Class 'loglm'
theta.md

Estimate theta of the Negative Binomial
summary.negbin

Summary Method Function for Objects of Class 'negbin'
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
michelson

Michelson's Speed of Light Data
lm.ridge

Ridge Regression
minn38

Minnesota High School Graduates of 1938
pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit
parcoord

Parallel Coordinates Plot
ships

Ships Damage Data
newcomb

Newcomb's Measurements of the Passage Time of Light
shoes

Shoe wear data of Box, Hunter and Hunter
predict.lqs

Predict from an lqs Fit
nlschools

Eighth-Grade Pupils in the Netherlands
petrol

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

Predict Method for Class 'mca'
rnegbin

Simulate Negative Binomial Variates
Belgian-phones

Belgium Phone Calls 1950-1973
qda

Quadratic Discriminant Analysis
predict.glmmPQL

Predict Method for glmmPQL Fits
summary.rlm

Summary Method for Robust Linear Models
quine

Absenteeism from School in Rural New South Wales
road

Road Accident Deaths in US States
rational

Rational Approximation
predict.lda

Classify Multivariate Observations by Linear Discrimination
snails

Snail Mortality Data
shrimp

Percentage of Shrimp in Shrimp Cocktail
stdres

Extract Standardized Residuals from a Linear Model
shuttle

Space Shuttle Autolander Problem
survey

Student Survey Data
renumerate

Convert a Formula Transformed by 'denumerate'
topo

Spatial Topographic Data
stormer

The Stormer Viscometer Data
studres

Extract Studentized Residuals from a Linear Model
truehist

Plot a Histogram
write.matrix

Write a Matrix or Data Frame
waders

Counts of Waders at 15 Sites in South Africa
ucv

Unbiased Cross-Validation for Bandwidth Selection
whiteside

House Insulation: Whiteside's Data
rotifer

Numbers of Rotifers by Fluid Density
sammon

Sammon's Non-Linear Mapping
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
wtloss

Weight Loss Data from an Obese Patient