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MASS (version 7.3-35)

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

108,239

Version

7.3-35

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

September 30th, 2014

Functions in MASS (7.3-35)

Aids2

Australian AIDS Survival Data
cov.trob

Covariance Estimation for Multivariate t Distribution
GAGurine

Level of GAG in Urine of Children
addterm

Try All One-Term Additions to a Model
Boston

Housing Values in Suburbs of Boston
OME

Tests of Auditory Perception in Children with OME
caith

Colours of Eyes and Hair of People in Caithness
glmmPQL

Fit Generalized Linear Mixed Models via PQL
UScereal

Nutritional and Marketing Information on US Cereals
Cushings

Diagnostic Tests on Patients with Cushing's Syndrome
UScrime

The Effect of Punishment Regimes on Crime Rates
dose.p

Predict Doses for Binomial Assay model
Rabbit

Blood Pressure in Rabbits
glm.nb

Fit a Negative Binomial Generalized Linear Model
cabbages

Data from a cabbage field trial
Animals

Brain and Body Weights for 28 Species
DDT

DDT in Kale
abbey

Determinations of Nickel Content
Sitka

Growth Curves for Sitka Spruce Trees in 1988
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
bacteria

Presence of Bacteria after Drug Treatments
anorexia

Anorexia Data on Weight Change
bcv

Biased Cross-Validation for Bandwidth Selection
Skye

AFM Compositions of Aphyric Skye Lavas
fgl

Measurements of Forensic Glass Fragments
VA

Veteran's Administration Lung Cancer Trial
rlm

Robust Fitting of Linear Models
fractions

Rational Approximation
farms

Ecological Factors in Farm Management
petrol

N. L. Prater's Petrol Refinery Data
Pima.tr

Diabetes in Pima Indian Women
biopsy

Biopsy Data on Breast Cancer Patients
cement

Heat Evolved by Setting Cements
area

Adaptive Numerical Integration
ginv

Generalized Inverse of a Matrix
eqscplot

Plots with Geometrically Equal Scales
crabs

Morphological Measurements on Leptograpsus Crabs
hills

Record Times in Scottish Hill Races
gamma.dispersion

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

Box-Cox Transformations for Linear Models
deaths

Monthly Deaths from Lung Diseases in the UK
gehan

Remission Times of Leukaemia Patients
chem

Copper in Wholemeal Flour
Traffic

Effect of Swedish Speed Limits on Accidents
dropterm

Try All One-Term Deletions from a Model
beav2

Body Temperature Series of Beaver 2
con2tr

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

Confidence Intervals for Model Parameters
Rubber

Accelerated Testing of Tyre Rubber
Cars93

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

Data from a Simulated Motorcycle Accident
lqs

Resistant Regression
epil

Seizure Counts for Epileptics
coop

Co-operative Trial in Analytical Chemistry
SP500

Returns of the Standard and Poors 500
npr1

US Naval Petroleum Reserve No. 1 data
birthwt

Risk Factors Associated with Low Infant Birth Weight
cpus

Performance of Computer CPUs
accdeaths

Accidental Deaths in the US 1973-1978
Insurance

Numbers of Car Insurance claims
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
contr.sdif

Successive Differences Contrast Coding
hubers

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

Foraging Ecology of Bald Eagles
cats

Anatomical Data from Domestic Cats
genotype

Rat Genotype Data
Melanoma

Survival from Malignant Melanoma
hist.scott

Plot a Histogram with Automatic Bin Width Selection
gilgais

Line Transect of Soil in Gilgai Territory
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
kde2d

Two-Dimensional Kernel Density Estimation
denumerate

Transform an Allowable Formula for 'loglm' into one for 'terms'
gamma.shape

Estimate the Shape Parameter of the Gamma Distribution in a GLM Fit
predict.mca

Predict Method for Class 'mca'
predict.glmmPQL

Predict Method for glmmPQL Fits
motors

Accelerated Life Testing of Motorettes
painters

The Painter's Data of de Piles
stdres

Extract Standardized Residuals from a Linear Model
forbes

Forbes' Data on Boiling Points in the Alps
leuk

Survival Times and White Blood Counts for Leukaemia Patients
shrimp

Percentage of Shrimp in Shrimp Cocktail
snails

Snail Mortality Data
beav1

Body Temperature Series of Beaver 1
qda

Quadratic Discriminant Analysis
Belgian-phones

Belgium Phone Calls 1950-1973
rnegbin

Simulate Negative Binomial Variates
newcomb

Newcomb's Measurements of the Passage Time of Light
cov.rob

Resistant Estimation of Multivariate Location and Scatter
sammon

Sammon's Non-Linear Mapping
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
glm.convert

Change a Negative Binomial fit to a GLM fit
galaxies

Velocities for 82 Galaxies
MASS-internal

Internal MASS functions
immer

Yields from a Barley Field Trial
drivers

Deaths of Car Drivers in Great Britain 1969-84
lm.ridge

Ridge Regression
npk

Classical N, P, K Factorial Experiment
loglm1

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

Simulate from a Multivariate Normal Distribution
logtrans

Estimate log Transformation Parameter
shuttle

Space Shuttle Autolander Problem
summary.loglm

Summary Method Function for Objects of Class 'loglm'
survey

Student Survey Data
waders

Counts of Waders at 15 Sites in South Africa
housing

Frequency Table from a Copenhagen Housing Conditions Survey
lda

Linear Discriminant Analysis
predict.lda

Classify Multivariate Observations by Linear Discrimination
negative.binomial

Family function for Negative Binomial GLMs
stepAIC

Choose a model by AIC in a Stepwise Algorithm
whiteside

House Insulation: Whiteside's Data
lm.gls

Fit Linear Models by Generalized Least Squares
menarche

Age of Menarche in Warsaw
predict.qda

Classify from Quadratic Discriminant Analysis
topo

Spatial Topographic Data
mammals

Brain and Body Weights for 62 Species of Land Mammals
geyser

Old Faithful Geyser Data
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
rms.curv

Relative Curvature Measures for Non-Linear Regression
oats

Data from an Oats Field Trial
steam

The Saturated Steam Pressure Data
parcoord

Parallel Coordinates Plot
rational

Rational Approximation
ships

Ships Damage Data
quine

Absenteeism from School in Rural New South Wales
isoMDS

Kruskal's Non-metric Multidimensional Scaling
shoes

Shoe wear data of Box, Hunter and Hunter
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
mca

Multiple Correspondence Analysis
write.matrix

Write a Matrix or Data Frame
profile.glm

Method for Profiling glm Objects
road

Road Accident Deaths in US States
plot.mca

Plot Method for Objects of Class 'mca'
nlschools

Eighth-Grade Pupils in the Netherlands
michelson

Michelson's Speed of Light Data
polr

Ordered Logistic or Probit Regression
theta.md

Estimate theta of the Negative Binomial
predict.lqs

Predict from an lqs Fit
plot.profile

Plotting Functions for 'profile' Objects
ldahist

Histograms or Density Plots of Multiple Groups
plot.lda

Plot Method for Class 'lda'
truehist

Plot a Histogram
pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit
rotifer

Numbers of Rotifers by Fluid Density
minn38

Minnesota High School Graduates of 1938
studres

Extract Studentized Residuals from a Linear Model
summary.rlm

Summary Method for Robust Linear Models
corresp

Simple Correspondence Analysis
synth.tr

Synthetic Classification Problem
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
Null

Null Spaces of Matrices
huber

Huber M-estimator of Location with MAD Scale
stormer

The Stormer Viscometer Data
renumerate

Convert a Formula Transformed by 'denumerate'
wtloss

Weight Loss Data from an Obese Patient
ucv

Unbiased Cross-Validation for Bandwidth Selection
summary.negbin

Summary Method Function for Objects of Class 'negbin'