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MASS (version 7.3-53)

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

218,773

Version

7.3-53

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

September 9th, 2020

Functions in MASS (7.3-53)

GAGurine

Level of GAG in Urine of Children
Cushings

Diagnostic Tests on Patients with Cushing's Syndrome
Boston

Housing Values in Suburbs of Boston
DDT

DDT in Kale
Melanoma

Survival from Malignant Melanoma
MASS-internal

Internal MASS functions
Insurance

Numbers of Car Insurance claims
Aids2

Australian AIDS Survival Data
Null

Null Spaces of Matrices
Animals

Brain and Body Weights for 28 Species
Sitka

Growth Curves for Sitka Spruce Trees in 1988
OME

Tests of Auditory Perception in Children with OME
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
Pima.tr

Diabetes in Pima Indian Women
Rabbit

Blood Pressure in Rabbits
anorexia

Anorexia Data on Weight Change
Rubber

Accelerated Testing of Tyre Rubber
SP500

Returns of the Standard and Poors 500
cats

Anatomical Data from Domestic Cats
caith

Colours of Eyes and Hair of People in Caithness
biopsy

Biopsy Data on Breast Cancer Patients
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
area

Adaptive Numerical Integration
Skye

AFM Compositions of Aphyric Skye Lavas
Cars93

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

Effect of Swedish Speed Limits on Accidents
cov.rob

Resistant Estimation of Multivariate Location and Scatter
corresp

Simple Correspondence Analysis
accdeaths

Accidental Deaths in the US 1973-1978
addterm

Try All One-Term Additions to a Model
birthwt

Risk Factors Associated with Low Infant Birth Weight
drivers

Deaths of Car Drivers in Great Britain 1969-84
bacteria

Presence of Bacteria after Drug Treatments
beav2

Body Temperature Series of Beaver 2
cov.trob

Covariance Estimation for Multivariate t Distribution
dropterm

Try All One-Term Deletions from a Model
beav1

Body Temperature Series of Beaver 1
contr.sdif

Successive Differences Contrast Coding
cpus

Performance of Computer CPUs
ginv

Generalized Inverse of a Matrix
denumerate

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

Line Transect of Soil in Gilgai Territory
dose.p

Predict Doses for Binomial Assay model
leuk

Survival Times and White Blood Counts for Leukaemia Patients
ldahist

Histograms or Density Plots of Multiple Groups
UScereal

Nutritional and Marketing Information on US Cereals
UScrime

The Effect of Punishment Regimes on Crime Rates
boxcox

Box-Cox Transformations for Linear Models
michelson

Michelson's Speed of Light Data
huber

Huber M-estimator of Location with MAD Scale
fgl

Measurements of Forensic Glass Fragments
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
mammals

Brain and Body Weights for 62 Species of Land Mammals
lm.ridge

Ridge Regression
lm.gls

Fit Linear Models by Generalized Least Squares
hubers

Huber Proposal 2 Robust Estimator of Location and/or Scale
minn38

Minnesota High School Graduates of 1938
cabbages

Data from a cabbage field trial
VA

Veteran's Administration Lung Cancer Trial
chem

Copper in Wholemeal Flour
cement

Heat Evolved by Setting Cements
farms

Ecological Factors in Farm Management
eqscplot

Plots with Geometrically Equal Scales
mvrnorm

Simulate from a Multivariate Normal Distribution
galaxies

Velocities for 82 Galaxies
negative.binomial

Family function for Negative Binomial GLMs
glmmPQL

Fit Generalized Linear Mixed Models via PQL
fractions

Rational Approximation
rotifer

Numbers of Rotifers by Fluid Density
hills

Record Times in Scottish Hill Races
forbes

Forbes' Data on Boiling Points in the Alps
gamma.dispersion

Calculate the MLE of the Gamma Dispersion Parameter in a GLM Fit
glm.convert

Change a Negative Binomial fit to a GLM fit
lda

Linear Discriminant Analysis
abbey

Determinations of Nickel Content
kde2d

Two-Dimensional Kernel Density Estimation
sammon

Sammon's Non-Linear Mapping
coop

Co-operative Trial in Analytical Chemistry
glm.nb

Fit a Negative Binomial Generalized Linear Model
loglm1

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

Fit Log-Linear Models by Iterative Proportional Scaling
newcomb

Newcomb's Measurements of the Passage Time of Light
lqs

Resistant Regression
mca

Multiple Correspondence Analysis
pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit
bcv

Biased Cross-Validation for Bandwidth Selection
motors

Accelerated Life Testing of Motorettes
crabs

Morphological Measurements on Leptograpsus Crabs
deaths

Monthly Deaths from Lung Diseases in the UK
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
logtrans

Estimate log Transformation Parameter
nlschools

Eighth-Grade Pupils in the Netherlands
con2tr

Convert Lists to Data Frames for use by lattice
genotype

Rat Genotype Data
confint-MASS

Confidence Intervals for Model Parameters
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
housing

Frequency Table from a Copenhagen Housing Conditions Survey
hist.scott

Plot a Histogram with Automatic Bin Width Selection
epil

Seizure Counts for Epileptics
oats

Data from an Oats Field Trial
gehan

Remission Times of Leukaemia Patients
gamma.shape

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

Foraging Ecology of Bald Eagles
geyser

Old Faithful Geyser Data
polr

Ordered Logistic or Probit Regression
plot.profile

Plotting Functions for 'profile' Objects
predict.lqs

Predict from an lqs Fit
painters

The Painter's Data of de Piles
parcoord

Parallel Coordinates Plot
rational

Rational Approximation
renumerate

Convert a Formula Transformed by 'denumerate'
immer

Yields from a Barley Field Trial
predict.glmmPQL

Predict Method for glmmPQL Fits
predict.lda

Classify Multivariate Observations by Linear Discrimination
steam

The Saturated Steam Pressure Data
rlm

Robust Fitting of Linear Models
menarche

Age of Menarche in Warsaw
mcycle

Data from a Simulated Motorcycle Accident
isoMDS

Kruskal's Non-metric Multidimensional Scaling
stepAIC

Choose a model by AIC in a Stepwise Algorithm
ucv

Unbiased Cross-Validation for Bandwidth Selection
stormer

The Stormer Viscometer Data
studres

Extract Studentized Residuals from a Linear Model
plot.mca

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

Plot Method for Class 'lda'
road

Road Accident Deaths in US States
predict.mca

Predict Method for Class 'mca'
rnegbin

Simulate Negative Binomial Variates
ships

Ships Damage Data
waders

Counts of Waders at 15 Sites in South Africa
predict.qda

Classify from Quadratic Discriminant Analysis
shuttle

Space Shuttle Autolander Problem
shrimp

Percentage of Shrimp in Shrimp Cocktail
rms.curv

Relative Curvature Measures for Non-Linear Regression
summary.loglm

Summary Method Function for Objects of Class 'loglm'
npk

Classical N, P, K Factorial Experiment
npr1

US Naval Petroleum Reserve No. 1 data
profile.glm

Method for Profiling glm Objects
qda

Quadratic Discriminant Analysis
petrol

N. L. Prater's Petrol Refinery Data
Belgian-phones

Belgium Phone Calls 1950-1973
snails

Snail Mortality Data
stdres

Extract Standardized Residuals from a Linear Model
summary.negbin

Summary Method Function for Objects of Class 'negbin'
topo

Spatial Topographic Data
whiteside

House Insulation: Whiteside's Data
truehist

Plot a Histogram
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
summary.rlm

Summary Method for Robust Linear Models
survey

Student Survey Data
quine

Absenteeism from School in Rural New South Wales
shoes

Shoe wear data of Box, Hunter and Hunter
synth.tr

Synthetic Classification Problem
theta.md

Estimate theta of the Negative Binomial
wtloss

Weight Loss Data from an Obese Patient
write.matrix

Write a Matrix or Data Frame