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MASS (version 7.3-51)

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

122,019

Version

7.3-51

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

October 16th, 2018

Functions in MASS (7.3-51)

GAGurine

Level of GAG in Urine of Children
caith

Colours of Eyes and Hair of People in Caithness
Rubber

Accelerated Testing of Tyre Rubber
cats

Anatomical Data from Domestic Cats
Sitka

Growth Curves for Sitka Spruce Trees in 1988
cement

Heat Evolved by Setting Cements
chem

Copper in Wholemeal Flour
DDT

DDT in Kale
SP500

Returns of the Standard and Poors 500
Insurance

Numbers of Car Insurance claims
Null

Null Spaces of Matrices
OME

Tests of Auditory Perception in Children with OME
Skye

AFM Compositions of Aphyric Skye Lavas
Boston

Housing Values in Suburbs of Boston
Traffic

Effect of Swedish Speed Limits on Accidents
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
area

Adaptive Numerical Integration
bacteria

Presence of Bacteria after Drug Treatments
beav1

Body Temperature Series of Beaver 1
VA

Veteran's Administration Lung Cancer Trial
Cars93

Data from 93 Cars on Sale in the USA in 1993
Pima.tr

Diabetes in Pima Indian Women
abbey

Determinations of Nickel Content
beav2

Body Temperature Series of Beaver 2
boxcox

Box-Cox Transformations for Linear Models
cabbages

Data from a cabbage field trial
anorexia

Anorexia Data on Weight Change
Rabbit

Blood Pressure in Rabbits
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
eagles

Foraging Ecology of Bald Eagles
con2tr

Convert Lists to Data Frames for use by lattice
confint-MASS

Confidence Intervals for Model Parameters
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
epil

Seizure Counts for Epileptics
bcv

Biased Cross-Validation for Bandwidth Selection
accdeaths

Accidental Deaths in the US 1973-1978
addterm

Try All One-Term Additions to a Model
denumerate

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

Simple Correspondence Analysis
gamma.shape

Estimate the Shape Parameter of the Gamma Distribution in a GLM Fit
cov.rob

Resistant Estimation of Multivariate Location and Scatter
gehan

Remission Times of Leukaemia Patients
ginv

Generalized Inverse of a Matrix
gilgais

Line Transect of Soil in Gilgai Territory
dose.p

Predict Doses for Binomial Assay model
fgl

Measurements of Forensic Glass Fragments
biopsy

Biopsy Data on Breast Cancer Patients
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
glm.convert

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

Fit a Negative Binomial Generalized Linear Model
lm.gls

Fit Linear Models by Generalized Least Squares
drivers

Deaths of Car Drivers in Great Britain 1969-84
forbes

Forbes' Data on Boiling Points in the Alps
birthwt

Risk Factors Associated with Low Infant Birth Weight
immer

Yields from a Barley Field Trial
isoMDS

Kruskal's Non-metric Multidimensional Scaling
lm.ridge

Ridge Regression
fractions

Rational Approximation
glmmPQL

Fit Generalized Linear Mixed Models via PQL
contr.sdif

Successive Differences Contrast Coding
hills

Record Times in Scottish Hill Races
dropterm

Try All One-Term Deletions from a Model
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
coop

Co-operative Trial in Analytical Chemistry
loglm1

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

Produce Pairwise Scatterplots from an 'lda' Fit
cov.trob

Covariance Estimation for Multivariate t Distribution
cpus

Performance of Computer CPUs
genotype

Rat Genotype Data
parcoord

Parallel Coordinates Plot
crabs

Morphological Measurements on Leptograpsus Crabs
geyser

Old Faithful Geyser Data
predict.lqs

Predict from an lqs Fit
huber

Huber M-estimator of Location with MAD Scale
hubers

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

Brain and Body Weights for 62 Species of Land Mammals
eqscplot

Plots with Geometrically Equal Scales
mca

Multiple Correspondence Analysis
logtrans

Estimate log Transformation Parameter
deaths

Monthly Deaths from Lung Diseases in the UK
predict.mca

Predict Method for Class 'mca'
farms

Ecological Factors in Farm Management
npk

Classical N, P, K Factorial Experiment
lqs

Resistant Regression
mcycle

Data from a Simulated Motorcycle Accident
menarche

Age of Menarche in Warsaw
oats

Data from an Oats Field Trial
npr1

US Naval Petroleum Reserve No. 1 data
galaxies

Velocities for 82 Galaxies
painters

The Painter's Data of de Piles
gamma.dispersion

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

Simulate from a Multivariate Normal Distribution
negative.binomial

Family function for Negative Binomial GLMs
ships

Ships Damage Data
predict.glmmPQL

Predict Method for glmmPQL Fits
kde2d

Two-Dimensional Kernel Density Estimation
hist.scott

Plot a Histogram with Automatic Bin Width Selection
shoes

Shoe wear data of Box, Hunter and Hunter
topo

Spatial Topographic Data
lda

Linear Discriminant Analysis
predict.lda

Classify Multivariate Observations by Linear Discrimination
housing

Frequency Table from a Copenhagen Housing Conditions Survey
truehist

Plot a Histogram
michelson

Michelson's Speed of Light Data
ldahist

Histograms or Density Plots of Multiple Groups
plot.lda

Plot Method for Class 'lda'
qda

Quadratic Discriminant Analysis
quine

Absenteeism from School in Rural New South Wales
plot.mca

Plot Method for Objects of Class 'mca'
leuk

Survival Times and White Blood Counts for Leukaemia Patients
minn38

Minnesota High School Graduates of 1938
newcomb

Newcomb's Measurements of the Passage Time of Light
rlm

Robust Fitting of Linear Models
rms.curv

Relative Curvature Measures for Non-Linear Regression
rotifer

Numbers of Rotifers by Fluid Density
nlschools

Eighth-Grade Pupils in the Netherlands
plot.profile

Plotting Functions for 'profile' Objects
polr

Ordered Logistic or Probit Regression
sammon

Sammon's Non-Linear Mapping
predict.qda

Classify from Quadratic Discriminant Analysis
steam

The Saturated Steam Pressure Data
stepAIC

Choose a model by AIC in a Stepwise Algorithm
petrol

N. L. Prater's Petrol Refinery Data
profile.glm

Method for Profiling glm Objects
synth.tr

Synthetic Classification Problem
Belgian-phones

Belgium Phone Calls 1950-1973
theta.md

Estimate theta of the Negative Binomial
motors

Accelerated Life Testing of Motorettes
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
whiteside

House Insulation: Whiteside's Data
stormer

The Stormer Viscometer Data
rational

Rational Approximation
renumerate

Convert a Formula Transformed by 'denumerate'
studres

Extract Studentized Residuals from a Linear Model
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
shrimp

Percentage of Shrimp in Shrimp Cocktail
summary.loglm

Summary Method Function for Objects of Class 'loglm'
ucv

Unbiased Cross-Validation for Bandwidth Selection
waders

Counts of Waders at 15 Sites in South Africa
shuttle

Space Shuttle Autolander Problem
summary.negbin

Summary Method Function for Objects of Class 'negbin'
rnegbin

Simulate Negative Binomial Variates
road

Road Accident Deaths in US States
snails

Snail Mortality Data
stdres

Extract Standardized Residuals from a Linear Model
summary.rlm

Summary Method for Robust Linear Models
survey

Student Survey Data
wtloss

Weight Loss Data from an Obese Patient
write.matrix

Write a Matrix or Data Frame
Aids2

Australian AIDS Survival Data
Animals

Brain and Body Weights for 28 Species
MASS-internal

Internal MASS functions
Melanoma

Survival from Malignant Melanoma
Cushings

Diagnostic Tests on Patients with Cushing's Syndrome
UScereal

Nutritional and Marketing Information on US Cereals
UScrime

The Effect of Punishment Regimes on Crime Rates