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MASS (version 7.3-20)

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

7.3-20

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

August 1st, 2012

Functions in MASS (7.3-20)

Pima.tr

Diabetes in Pima Indian Women
MASS-internal

Internal MASS functions
Cushings

Diagnostic Tests on Patients with Cushing's Syndrome
Insurance

Numbers of Car Insurance claims
Animals

Brain and Body Weights for 28 Species
epil

Seizure Counts for Epileptics
Sitka

Growth Curves for Sitka Spruce Trees in 1988
pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit
DDT

DDT in Kale
eagles

Foraging Ecology of Bald Eagles
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
area

Adaptive Numerical Integration
Boston

Housing Values in Suburbs of Boston
fractions

Rational Approximation
cov.rob

Resistant Estimation of Multivariate Location and Scatter
Aids2

Australian AIDS Survival Data
VA

Veteran's Administration Lung Cancer Trial
gilgais

Line Transect of Soil in Gilgai Territory
coop

Co-operative Trial in Analytical Chemistry
loglm1

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

Nutritional and Marketing Information on US Cereals
predict.lqs

Predict from an lqs Fit
contr.sdif

Successive Differences Contrast Coding
Rabbit

Blood Pressure in Rabbits
drivers

Deaths of Car Drivers in Great Britain 1969-84
corresp

Simple Correspondence Analysis
bacteria

Presence of Bacteria after Drug Treatments
michelson

Michelson's Speed of Light Data
gamma.shape

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

Null Spaces of Matrices
bcv

Biased Cross-Validation for Bandwidth Selection
fgl

Measurements of Forensic Glass Fragments
Melanoma

Survival from Malignant Melanoma
plot.lda

Plot Method for Class 'lda'
galaxies

Velocities for 82 Galaxies
plot.mca

Plot Method for Objects of Class 'mca'
biopsy

Biopsy Data on Breast Cancer Patients
Cars93

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

Level of GAG in Urine of Children
mca

Multiple Correspondence Analysis
cov.trob

Covariance Estimation for Multivariate t Distribution
logtrans

Estimate log Transformation Parameter
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
waders

Counts of Waders at 15 Sites in South Africa
eqscplot

Plots with Geometrically Equal Scales
SP500

Returns of the Standard and Poors 500
cats

Anatomical Data from Domestic Cats
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
hist.scott

Plot a Histogram with Automatic Bin Width Selection
forbes

Forbes' Data on Boiling Points in the Alps
cabbages

Data from a cabbage field trial
theta.md

Estimate theta of the Negative Binomial
kde2d

Two-Dimensional Kernel Density Estimation
gehan

Remission Times of Leukaemia Patients
newcomb

Newcomb's Measurements of the Passage Time of Light
lqs

Resistant Regression
cpus

Performance of Computer CPUs
crabs

Morphological Measurements on Leptograpsus Crabs
gamma.dispersion

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

Rat Genotype Data
hills

Record Times in Scottish Hill Races
motors

Accelerated Life Testing of Motorettes
isoMDS

Kruskal's Non-metric Multidimensional Scaling
glm.convert

Change a Negative Binomial fit to a GLM fit
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
geyser

Old Faithful Geyser Data
npr1

US Naval Petroleum Reserve No. 1 data
nlschools

Eighth-Grade Pupils in the Netherlands
renumerate

Convert a Formula Transformed by 'denumerate'
rnegbin

Simulate Negative Binomial Variates
mvrnorm

Simulate from a Multivariate Normal Distribution
plot.profile

Plotting Functions for 'profile' Objects
rlm

Robust Fitting of Linear Models
whiteside

House Insulation: Whiteside's Data
accdeaths

Accidental Deaths in the US 1973-1978
OME

Tests of Auditory Perception in Children with OME
stormer

The Stormer Viscometer Data
predict.qda

Classify from Quadratic Discriminant Analysis
lm.gls

Fit Linear Models by Generalized Least Squares
oats

Data from an Oats Field Trial
lda

Linear Discriminant Analysis
birthwt

Risk Factors Associated with Low Infant Birth Weight
polr

Ordered Logistic or Probit Regression
shrimp

Percentage of Shrimp in Shrimp Cocktail
housing

Frequency Table from a Copenhagen Housing Conditions Survey
parcoord

Parallel Coordinates Plot
summary.loglm

Summary Method Function for Objects of Class 'loglm'
predict.lda

Classify Multivariate Observations by Linear Discrimination
predict.glmmPQL

Predict Method for glmmPQL Fits
negative.binomial

Family function for Negative Binomial GLMs
shuttle

Space Shuttle Autolander Problem
UScrime

The Effect of Punishment Regimes on Crime Rates
rms.curv

Relative Curvature Measures for Non-Linear Regression
topo

Spatial Topographic Data
ldahist

Histograms or Density Plots of Multiple Groups
dropterm

Try All One-Term Deletions from a Model
mcycle

Data from a Simulated Motorcycle Accident
rotifer

Numbers of Rotifers by Fluid Density
Belgian-phones

Belgium Phone Calls 1950-1973
road

Road Accident Deaths in US States
stepAIC

Choose a model by AIC in a Stepwise Algorithm
synth.tr

Synthetic Classification Problem
stdres

Extract Standardized Residuals from a Linear Model
snails

Snail Mortality Data
survey

Student Survey Data
farms

Ecological Factors in Farm Management
hubers

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

Survival Times and White Blood Counts for Leukaemia Patients
menarche

Age of Menarche in Warsaw
wtloss

Weight Loss Data from an Obese Patient
write.matrix

Write a Matrix or Data Frame
huber

Huber M-estimator of Location with MAD Scale
profile.glm

Method for Profiling glm Objects
boxcox

Box-Cox Transformations for Linear Models
predict.mca

Predict Method for Class 'mca'
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
npk

Classical N, P, K Factorial Experiment
ships

Ships Damage Data
chem

Copper in Wholemeal Flour
Rubber

Accelerated Testing of Tyre Rubber
dose.p

Predict Doses for Binomial Assay model
Skye

AFM Compositions of Aphyric Skye Lavas
anorexia

Anorexia Data on Weight Change
rational

Rational Approximation
glmmPQL

Fit Generalized Linear Mixed Models via PQL
beav1

Body Temperature Series of Beaver 1
summary.negbin

Summary Method Function for Objects of Class 'negbin'
immer

Yields from a Barley Field Trial
Traffic

Effect of Swedish Speed Limits on Accidents
con2tr

Convert Lists to Data Frames for use by lattice
sammon

Sammon's Non-Linear Mapping
summary.rlm

Summary Method for Robust Linear Models
abbey

Determinations of Nickel Content
minn38

Minnesota High School Graduates of 1938
ginv

Generalized Inverse of a Matrix
shoes

Shoe wear data of Box, Hunter and Hunter
quine

Absenteeism from School in Rural New South Wales
cement

Heat Evolved by Setting Cements
confint-MASS

Confidence Intervals for Model Parameters
denumerate

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

Plot a Histogram
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
beav2

Body Temperature Series of Beaver 2
lm.ridge

Ridge Regression
caith

Colours of Eyes and Hair of People in Caithness
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
ucv

Unbiased Cross-Validation for Bandwidth Selection
painters

The Painter's Data of de Piles
studres

Extract Studentized Residuals from a Linear Model
mammals

Brain and Body Weights for 62 Species of Land Mammals
steam

The Saturated Steam Pressure Data
glm.nb

Fit a Negative Binomial Generalized Linear Model
deaths

Monthly Deaths from Lung Diseases in the UK
petrol

N. L. Prater's Petrol Refinery Data
addterm

Try All One-Term Additions to a Model
qda

Quadratic Discriminant Analysis