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MASS (version 7.3-51.1)

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

192,414

Version

7.3-51.1

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

November 1st, 2018

Functions in MASS (7.3-51.1)

accdeaths

Accidental Deaths in the US 1973-1978
beav2

Body Temperature Series of Beaver 2
crabs

Morphological Measurements on Leptograpsus Crabs
deaths

Monthly Deaths from Lung Diseases in the UK
Sitka

Growth Curves for Sitka Spruce Trees in 1988
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
anorexia

Anorexia Data on Weight Change
biopsy

Biopsy Data on Breast Cancer Patients
Insurance

Numbers of Car Insurance claims
Skye

AFM Compositions of Aphyric Skye Lavas
birthwt

Risk Factors Associated with Low Infant Birth Weight
kde2d

Two-Dimensional Kernel Density Estimation
lda

Linear Discriminant Analysis
michelson

Michelson's Speed of Light Data
Traffic

Effect of Swedish Speed Limits on Accidents
cov.trob

Covariance Estimation for Multivariate t Distribution
cpus

Performance of Computer CPUs
minn38

Minnesota High School Graduates of 1938
UScereal

Nutritional and Marketing Information on US Cereals
UScrime

The Effect of Punishment Regimes on Crime Rates
gamma.shape

Estimate the Shape Parameter of the Gamma Distribution in a GLM Fit
pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit
parcoord

Parallel Coordinates Plot
predict.lqs

Predict from an lqs Fit
gehan

Remission Times of Leukaemia Patients
predict.mca

Predict Method for Class 'mca'
huber

Huber M-estimator of Location with MAD Scale
rnegbin

Simulate Negative Binomial Variates
hubers

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

Diagnostic Tests on Patients with Cushing's Syndrome
road

Road Accident Deaths in US States
Boston

Housing Values in Suburbs of Boston
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
bcv

Biased Cross-Validation for Bandwidth Selection
DDT

DDT in Kale
steam

The Saturated Steam Pressure Data
Cars93

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

Histograms or Density Plots of Multiple Groups
contr.sdif

Successive Differences Contrast Coding
stepAIC

Choose a model by AIC in a Stepwise Algorithm
summary.loglm

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

Summary Method Function for Objects of Class 'negbin'
MASS-internal

Internal MASS functions
coop

Co-operative Trial in Analytical Chemistry
Pima.tr

Diabetes in Pima Indian Women
Rabbit

Blood Pressure in Rabbits
mcycle

Data from a Simulated Motorcycle Accident
leuk

Survival Times and White Blood Counts for Leukaemia Patients
Melanoma

Survival from Malignant Melanoma
menarche

Age of Menarche in Warsaw
Rubber

Accelerated Testing of Tyre Rubber
SP500

Returns of the Standard and Poors 500
OME

Tests of Auditory Perception in Children with OME
Null

Null Spaces of Matrices
VA

Veteran's Administration Lung Cancer Trial
caith

Colours of Eyes and Hair of People in Caithness
cats

Anatomical Data from Domestic Cats
con2tr

Convert Lists to Data Frames for use by lattice
denumerate

Transform an Allowable Formula for 'loglm' into one for 'terms'
confint-MASS

Confidence Intervals for Model Parameters
plot.lda

Plot Method for Class 'lda'
plot.mca

Plot Method for Objects of Class 'mca'
dose.p

Predict Doses for Binomial Assay model
area

Adaptive Numerical Integration
bacteria

Presence of Bacteria after Drug Treatments
ships

Ships Damage Data
shoes

Shoe wear data of Box, Hunter and Hunter
boxcox

Box-Cox Transformations for Linear Models
abbey

Determinations of Nickel Content
genotype

Rat Genotype Data
geyser

Old Faithful Geyser Data
cabbages

Data from a cabbage field trial
corresp

Simple Correspondence Analysis
drivers

Deaths of Car Drivers in Great Britain 1969-84
cement

Heat Evolved by Setting Cements
gilgais

Line Transect of Soil in Gilgai Territory
dropterm

Try All One-Term Deletions from a Model
chem

Copper in Wholemeal Flour
ginv

Generalized Inverse of a Matrix
cov.rob

Resistant Estimation of Multivariate Location and Scatter
eagles

Foraging Ecology of Bald Eagles
lm.gls

Fit Linear Models by Generalized Least Squares
epil

Seizure Counts for Epileptics
galaxies

Velocities for 82 Galaxies
topo

Spatial Topographic Data
truehist

Plot a Histogram
farms

Ecological Factors in Farm Management
eqscplot

Plots with Geometrically Equal Scales
ucv

Unbiased Cross-Validation for Bandwidth Selection
forbes

Forbes' Data on Boiling Points in the Alps
waders

Counts of Waders at 15 Sites in South Africa
lm.ridge

Ridge Regression
fgl

Measurements of Forensic Glass Fragments
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
fractions

Rational Approximation
oats

Data from an Oats Field Trial
painters

The Painter's Data of de Piles
glmmPQL

Fit Generalized Linear Mixed Models via PQL
rlm

Robust Fitting of Linear Models
hist.scott

Plot a Histogram with Automatic Bin Width Selection
motors

Accelerated Life Testing of Motorettes
housing

Frequency Table from a Copenhagen Housing Conditions Survey
rms.curv

Relative Curvature Measures for Non-Linear Regression
shrimp

Percentage of Shrimp in Shrimp Cocktail
hills

Record Times in Scottish Hill Races
immer

Yields from a Barley Field Trial
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
shuttle

Space Shuttle Autolander Problem
summary.rlm

Summary Method for Robust Linear Models
gamma.dispersion

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

Student Survey Data
mvrnorm

Simulate from a Multivariate Normal Distribution
negative.binomial

Family function for Negative Binomial GLMs
isoMDS

Kruskal's Non-metric Multidimensional Scaling
glm.convert

Change a Negative Binomial fit to a GLM fit
petrol

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

Belgium Phone Calls 1950-1973
rational

Rational Approximation
glm.nb

Fit a Negative Binomial Generalized Linear Model
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
loglm1

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

Convert a Formula Transformed by 'denumerate'
logtrans

Estimate log Transformation Parameter
whiteside

House Insulation: Whiteside's Data
lqs

Resistant Regression
npk

Classical N, P, K Factorial Experiment
npr1

US Naval Petroleum Reserve No. 1 data
plot.profile

Plotting Functions for 'profile' Objects
polr

Ordered Logistic or Probit Regression
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
profile.glm

Method for Profiling glm Objects
snails

Snail Mortality Data
predict.qda

Classify from Quadratic Discriminant Analysis
stdres

Extract Standardized Residuals from a Linear Model
mammals

Brain and Body Weights for 62 Species of Land Mammals
mca

Multiple Correspondence Analysis
stormer

The Stormer Viscometer Data
studres

Extract Studentized Residuals from a Linear Model
newcomb

Newcomb's Measurements of the Passage Time of Light
nlschools

Eighth-Grade Pupils in the Netherlands
predict.glmmPQL

Predict Method for glmmPQL Fits
predict.lda

Classify Multivariate Observations by Linear Discrimination
write.matrix

Write a Matrix or Data Frame
qda

Quadratic Discriminant Analysis
quine

Absenteeism from School in Rural New South Wales
rotifer

Numbers of Rotifers by Fluid Density
wtloss

Weight Loss Data from an Obese Patient
sammon

Sammon's Non-Linear Mapping
synth.tr

Synthetic Classification Problem
theta.md

Estimate theta of the Negative Binomial
GAGurine

Level of GAG in Urine of Children
Animals

Brain and Body Weights for 28 Species
Aids2

Australian AIDS Survival Data
beav1

Body Temperature Series of Beaver 1
addterm

Try All One-Term Additions to a Model