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MASS (version 7.3-58.1)

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

7.3-58.1

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

August 3rd, 2022

Functions in MASS (7.3-58.1)

Animals

Brain and Body Weights for 28 Species
Insurance

Numbers of Car Insurance claims
Aids2

Australian AIDS Survival Data
Cushings

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

Internal MASS functions
Cars93

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

DDT in Kale
Boston

Housing Values in Suburbs of Boston
GAGurine

Level of GAG in Urine of Children
Melanoma

Survival from Malignant Melanoma
Pima.tr

Diabetes in Pima Indian Women
Sitka

Growth Curves for Sitka Spruce Trees in 1988
Null

Null Spaces of Matrices
area

Adaptive Numerical Integration
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
bacteria

Presence of Bacteria after Drug Treatments
Traffic

Effect of Swedish Speed Limits on Accidents
UScereal

Nutritional and Marketing Information on US Cereals
Skye

AFM Compositions of Aphyric Skye Lavas
UScrime

The Effect of Punishment Regimes on Crime Rates
Rabbit

Blood Pressure in Rabbits
biopsy

Biopsy Data on Breast Cancer Patients
birthwt

Risk Factors Associated with Low Infant Birth Weight
boxcox

Box-Cox Transformations for Linear Models
Rubber

Accelerated Testing of Tyre Rubber
VA

Veteran's Administration Lung Cancer Trial
abbey

Determinations of Nickel Content
cabbages

Data from a cabbage field trial
farms

Ecological Factors in Farm Management
geyser

Old Faithful Geyser Data
eqscplot

Plots with Geometrically Equal Scales
genotype

Rat Genotype Data
addterm

Try All One-Term Additions to a Model
confint-MASS

Confidence Intervals for Model Parameters
OME

Tests of Auditory Perception in Children with OME
accdeaths

Accidental Deaths in the US 1973-1978
SP500

Returns of the Standard and Poors 500
con2tr

Convert Lists to Data Frames for use by lattice
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
denumerate

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

Colours of Eyes and Hair of People in Caithness
hubers

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

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
lda

Linear Discriminant Analysis
kde2d

Two-Dimensional Kernel Density Estimation
contr.sdif

Successive Differences Contrast Coding
huber

Huber M-estimator of Location with MAD Scale
bcv

Biased Cross-Validation for Bandwidth Selection
coop

Co-operative Trial in Analytical Chemistry
motors

Accelerated Life Testing of Motorettes
dose.p

Predict Doses for Binomial Assay model
eagles

Foraging Ecology of Bald Eagles
npk

Classical N, P, K Factorial Experiment
npr1

US Naval Petroleum Reserve No. 1 data
gilgais

Line Transect of Soil in Gilgai Territory
lm.gls

Fit Linear Models by Generalized Least Squares
mammals

Brain and Body Weights for 62 Species of Land Mammals
ginv

Generalized Inverse of a Matrix
lm.ridge

Ridge Regression
epil

Seizure Counts for Epileptics
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
anorexia

Anorexia Data on Weight Change
fgl

Measurements of Forensic Glass Fragments
cats

Anatomical Data from Domestic Cats
mca

Multiple Correspondence Analysis
rnegbin

Simulate Negative Binomial Variates
deaths

Monthly Deaths from Lung Diseases in the UK
corresp

Simple Correspondence Analysis
cov.rob

Resistant Estimation of Multivariate Location and Scatter
chem

Copper in Wholemeal Flour
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
crabs

Morphological Measurements on Leptograpsus Crabs
gamma.shape

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

Heat Evolved by Setting Cements
road

Road Accident Deaths in US States
mvrnorm

Simulate from a Multivariate Normal Distribution
gamma.dispersion

Calculate the MLE of the Gamma Dispersion Parameter in a GLM Fit
theta.md

Estimate theta of the Negative Binomial
galaxies

Velocities for 82 Galaxies
hist.scott

Plot a Histogram with Automatic Bin Width Selection
housing

Frequency Table from a Copenhagen Housing Conditions Survey
synth.tr

Synthetic Classification Problem
beav1

Body Temperature Series of Beaver 1
ldahist

Histograms or Density Plots of Multiple Groups
predict.glmmPQL

Predict Method for glmmPQL Fits
predict.lda

Classify Multivariate Observations by Linear Discrimination
negative.binomial

Family function for Negative Binomial GLMs
leuk

Survival Times and White Blood Counts for Leukaemia Patients
nlschools

Eighth-Grade Pupils in the Netherlands
predict.qda

Classify from Quadratic Discriminant Analysis
newcomb

Newcomb's Measurements of the Passage Time of Light
shrimp

Percentage of Shrimp in Shrimp Cocktail
profile.glm

Method for Profiling glm Objects
gehan

Remission Times of Leukaemia Patients
cov.trob

Covariance Estimation for Multivariate t Distribution
beav2

Body Temperature Series of Beaver 2
forbes

Forbes' Data on Boiling Points in the Alps
cpus

Performance of Computer CPUs
glm.convert

Change a Negative Binomial fit to a GLM fit
shuttle

Space Shuttle Autolander Problem
immer

Yields from a Barley Field Trial
glm.nb

Fit a Negative Binomial Generalized Linear Model
summary.loglm

Summary Method Function for Objects of Class 'loglm'
glmmPQL

Fit Generalized Linear Mixed Models via PQL
drivers

Deaths of Car Drivers in Great Britain 1969-84
fractions

Rational Approximation
dropterm

Try All One-Term Deletions from a Model
michelson

Michelson's Speed of Light Data
isoMDS

Kruskal's Non-metric Multidimensional Scaling
summary.negbin

Summary Method Function for Objects of Class 'negbin'
predict.lqs

Predict from an lqs Fit
hills

Record Times in Scottish Hill Races
predict.mca

Predict Method for Class 'mca'
loglm1

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

Estimate log Transformation Parameter
lqs

Resistant Regression
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
mcycle

Data from a Simulated Motorcycle Accident
parcoord

Parallel Coordinates Plot
pairs.lda

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

Plot Method for Class 'lda'
painters

The Painter's Data of de Piles
minn38

Minnesota High School Graduates of 1938
menarche

Age of Menarche in Warsaw
oats

Data from an Oats Field Trial
petrol

N. L. Prater's Petrol Refinery Data
rms.curv

Relative Curvature Measures for Non-Linear Regression
Belgian-phones

Belgium Phone Calls 1950-1973
rlm

Robust Fitting of Linear Models
plot.mca

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

Plotting Functions for 'profile' Objects
quine

Absenteeism from School in Rural New South Wales
snails

Snail Mortality Data
renumerate

Convert a Formula Transformed by 'denumerate'
polr

Ordered Logistic or Probit Regression
qda

Quadratic Discriminant Analysis
shoes

Shoe wear data of Box, Hunter and Hunter
ships

Ships Damage Data
rational

Rational Approximation
steam

The Saturated Steam Pressure Data
summary.rlm

Summary Method for Robust Linear Models
stdres

Extract Standardized Residuals from a Linear Model
rotifer

Numbers of Rotifers by Fluid Density
topo

Spatial Topographic Data
truehist

Plot a Histogram
ucv

Unbiased Cross-Validation for Bandwidth Selection
sammon

Sammon's Non-Linear Mapping
write.matrix

Write a Matrix or Data Frame
survey

Student Survey Data
waders

Counts of Waders at 15 Sites in South Africa
whiteside

House Insulation: Whiteside's Data
stormer

The Stormer Viscometer Data
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
studres

Extract Studentized Residuals from a Linear Model
stepAIC

Choose a model by AIC in a Stepwise Algorithm
wtloss

Weight Loss Data from an Obese Patient