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MASS (version 7.3-58.2)

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

192,414

Version

7.3-58.2

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

January 23rd, 2023

Functions in MASS (7.3-58.2)

Skye

AFM Compositions of Aphyric Skye Lavas
Traffic

Effect of Swedish Speed Limits on Accidents
Rabbit

Blood Pressure in Rabbits
accdeaths

Accidental Deaths in the US 1973-1978
Pima.tr

Diabetes in Pima Indian Women
UScereal

Nutritional and Marketing Information on US Cereals
addterm

Try All One-Term Additions to a Model
caith

Colours of Eyes and Hair of People in Caithness
UScrime

The Effect of Punishment Regimes on Crime Rates
Animals

Brain and Body Weights for 28 Species
cats

Anatomical Data from Domestic Cats
corresp

Simple Correspondence Analysis
Sitka

Growth Curves for Sitka Spruce Trees in 1988
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
cement

Heat Evolved by Setting Cements
OME

Tests of Auditory Perception in Children with OME
bcv

Biased Cross-Validation for Bandwidth Selection
Null

Null Spaces of Matrices
cov.rob

Resistant Estimation of Multivariate Location and Scatter
chem

Copper in Wholemeal Flour
Rubber

Accelerated Testing of Tyre Rubber
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
deaths

Monthly Deaths from Lung Diseases in the UK
beav1

Body Temperature Series of Beaver 1
SP500

Returns of the Standard and Poors 500
crabs

Morphological Measurements on Leptograpsus Crabs
forbes

Forbes' Data on Boiling Points in the Alps
beav2

Body Temperature Series of Beaver 2
fractions

Rational Approximation
dropterm

Try All One-Term Deletions from a Model
drivers

Deaths of Car Drivers in Great Britain 1969-84
anorexia

Anorexia Data on Weight Change
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
gilgais

Line Transect of Soil in Gilgai Territory
glm.nb

Fit a Negative Binomial Generalized Linear Model
glm.convert

Change a Negative Binomial fit to a GLM fit
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
kde2d

Two-Dimensional Kernel Density Estimation
ginv

Generalized Inverse of a Matrix
loglm1

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

Linear Discriminant Analysis
biopsy

Biopsy Data on Breast Cancer Patients
fgl

Measurements of Forensic Glass Fragments
birthwt

Risk Factors Associated with Low Infant Birth Weight
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
area

Adaptive Numerical Integration
huber

Huber M-estimator of Location with MAD Scale
con2tr

Convert Lists to Data Frames for use by lattice
VA

Veteran's Administration Lung Cancer Trial
abbey

Determinations of Nickel Content
bacteria

Presence of Bacteria after Drug Treatments
hubers

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

Brain and Body Weights for 62 Species of Land Mammals
mca

Multiple Correspondence Analysis
logtrans

Estimate log Transformation Parameter
motors

Accelerated Life Testing of Motorettes
lm.ridge

Ridge Regression
npr1

US Naval Petroleum Reserve No. 1 data
npk

Classical N, P, K Factorial Experiment
lm.gls

Fit Linear Models by Generalized Least Squares
cabbages

Data from a cabbage field trial
lqs

Resistant Regression
boxcox

Box-Cox Transformations for Linear Models
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
coop

Co-operative Trial in Analytical Chemistry
confint-MASS

Confidence Intervals for Model Parameters
eagles

Foraging Ecology of Bald Eagles
contr.sdif

Successive Differences Contrast Coding
mvrnorm

Simulate from a Multivariate Normal Distribution
epil

Seizure Counts for Epileptics
cov.trob

Covariance Estimation for Multivariate t Distribution
galaxies

Velocities for 82 Galaxies
gamma.dispersion

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

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

Performance of Computer CPUs
gehan

Remission Times of Leukaemia Patients
plot.profile

Plotting Functions for 'profile' Objects
gamma.shape

Estimate the Shape Parameter of the Gamma Distribution in a GLM Fit
dose.p

Predict Doses for Binomial Assay model
glmmPQL

Fit Generalized Linear Mixed Models via PQL
immer

Yields from a Barley Field Trial
hills

Record Times in Scottish Hill Races
polr

Ordered Logistic or Probit Regression
rlm

Robust Fitting of Linear Models
negative.binomial

Family function for Negative Binomial GLMs
newcomb

Newcomb's Measurements of the Passage Time of Light
michelson

Michelson's Speed of Light Data
minn38

Minnesota High School Graduates of 1938
predict.glmmPQL

Predict Method for glmmPQL Fits
rms.curv

Relative Curvature Measures for Non-Linear Regression
isoMDS

Kruskal's Non-metric Multidimensional Scaling
nlschools

Eighth-Grade Pupils in the Netherlands
farms

Ecological Factors in Farm Management
eqscplot

Plots with Geometrically Equal Scales
painters

The Painter's Data of de Piles
predict.lqs

Predict from an lqs Fit
oats

Data from an Oats Field Trial
geyser

Old Faithful Geyser Data
genotype

Rat Genotype Data
snails

Snail Mortality Data
stdres

Extract Standardized Residuals from a Linear Model
rnegbin

Simulate Negative Binomial Variates
Belgian-phones

Belgium Phone Calls 1950-1973
petrol

N. L. Prater's Petrol Refinery Data
road

Road Accident Deaths in US States
predict.mca

Predict Method for Class 'mca'
shrimp

Percentage of Shrimp in Shrimp Cocktail
leuk

Survival Times and White Blood Counts for Leukaemia Patients
hist.scott

Plot a Histogram with Automatic Bin Width Selection
housing

Frequency Table from a Copenhagen Housing Conditions Survey
pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit
predict.lda

Classify Multivariate Observations by Linear Discrimination
stormer

The Stormer Viscometer Data
menarche

Age of Menarche in Warsaw
studres

Extract Studentized Residuals from a Linear Model
plot.lda

Plot Method for Class 'lda'
parcoord

Parallel Coordinates Plot
mcycle

Data from a Simulated Motorcycle Accident
write.matrix

Write a Matrix or Data Frame
ldahist

Histograms or Density Plots of Multiple Groups
shuttle

Space Shuttle Autolander Problem
qda

Quadratic Discriminant Analysis
wtloss

Weight Loss Data from an Obese Patient
rational

Rational Approximation
quine

Absenteeism from School in Rural New South Wales
plot.mca

Plot Method for Objects of Class 'mca'
stepAIC

Choose a model by AIC in a Stepwise Algorithm
renumerate

Convert a Formula Transformed by 'denumerate'
steam

The Saturated Steam Pressure Data
topo

Spatial Topographic Data
summary.negbin

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

Summary Method Function for Objects of Class 'loglm'
rotifer

Numbers of Rotifers by Fluid Density
summary.rlm

Summary Method for Robust Linear Models
sammon

Sammon's Non-Linear Mapping
predict.qda

Classify from Quadratic Discriminant Analysis
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
shoes

Shoe wear data of Box, Hunter and Hunter
profile.glm

Method for Profiling glm Objects
whiteside

House Insulation: Whiteside's Data
ships

Ships Damage Data
truehist

Plot a Histogram
synth.tr

Synthetic Classification Problem
survey

Student Survey Data
theta.md

Estimate theta of the Negative Binomial
ucv

Unbiased Cross-Validation for Bandwidth Selection
waders

Counts of Waders at 15 Sites in South Africa
Cushings

Diagnostic Tests on Patients with Cushing's Syndrome
Insurance

Numbers of Car Insurance claims
DDT

DDT in Kale
Aids2

Australian AIDS Survival Data
Boston

Housing Values in Suburbs of Boston
GAGurine

Level of GAG in Urine of Children
MASS-internal

Internal MASS functions
Melanoma

Survival from Malignant Melanoma
Cars93

Data from 93 Cars on Sale in the USA in 1993