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MASS (version 7.3-51.6)

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

199,573

Version

7.3-51.6

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

April 26th, 2020

Functions in MASS (7.3-51.6)

Boston

Housing Values in Suburbs of Boston
Rubber

Accelerated Testing of Tyre Rubber
Pima.tr

Diabetes in Pima Indian Women
MASS-internal

Internal MASS functions
Animals

Brain and Body Weights for 28 Species
area

Adaptive Numerical Integration
Aids2

Australian AIDS Survival Data
Cars93

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

Null Spaces of Matrices
Rabbit

Blood Pressure in Rabbits
bacteria

Presence of Bacteria after Drug Treatments
OME

Tests of Auditory Perception in Children with OME
VA

Veteran's Administration Lung Cancer Trial
abbey

Determinations of Nickel Content
SP500

Returns of the Standard and Poors 500
Sitka

Growth Curves for Sitka Spruce Trees in 1988
anorexia

Anorexia Data on Weight Change
Skye

AFM Compositions of Aphyric Skye Lavas
Melanoma

Survival from Malignant Melanoma
bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution
Sitka89

Growth Curves for Sitka Spruce Trees in 1989
UScereal

Nutritional and Marketing Information on US Cereals
anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs
biopsy

Biopsy Data on Breast Cancer Patients
birthwt

Risk Factors Associated with Low Infant Birth Weight
beav2

Body Temperature Series of Beaver 2
UScrime

The Effect of Punishment Regimes on Crime Rates
accdeaths

Accidental Deaths in the US 1973-1978
bcv

Biased Cross-Validation for Bandwidth Selection
caith

Colours of Eyes and Hair of People in Caithness
Traffic

Effect of Swedish Speed Limits on Accidents
addterm

Try All One-Term Additions to a Model
con2tr

Convert Lists to Data Frames for use by lattice
eagles

Foraging Ecology of Bald Eagles
epil

Seizure Counts for Epileptics
confint-MASS

Confidence Intervals for Model Parameters
eqscplot

Plots with Geometrically Equal Scales
chem

Copper in Wholemeal Flour
denumerate

Transform an Allowable Formula for 'loglm' into one for 'terms'
dose.p

Predict Doses for Binomial Assay model
farms

Ecological Factors in Farm Management
cement

Heat Evolved by Setting Cements
beav1

Body Temperature Series of Beaver 1
boxcox

Box-Cox Transformations for Linear Models
cats

Anatomical Data from Domestic Cats
cabbages

Data from a cabbage field trial
forbes

Forbes' Data on Boiling Points in the Alps
corresp

Simple Correspondence Analysis
coop

Co-operative Trial in Analytical Chemistry
contr.sdif

Successive Differences Contrast Coding
cov.trob

Covariance Estimation for Multivariate t Distribution
genotype

Rat Genotype Data
galaxies

Velocities for 82 Galaxies
fractions

Rational Approximation
gamma.dispersion

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

Huber M-estimator of Location with MAD Scale
deaths

Monthly Deaths from Lung Diseases in the UK
hubers

Huber Proposal 2 Robust Estimator of Location and/or Scale
cov.rob

Resistant Estimation of Multivariate Location and Scatter
dropterm

Try All One-Term Deletions from a Model
geyser

Old Faithful Geyser Data
loglm

Fit Log-Linear Models by Iterative Proportional Scaling
motors

Accelerated Life Testing of Motorettes
muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
newcomb

Newcomb's Measurements of the Passage Time of Light
fgl

Measurements of Forensic Glass Fragments
gehan

Remission Times of Leukaemia Patients
crabs

Morphological Measurements on Leptograpsus Crabs
gamma.shape

Estimate the Shape Parameter of the Gamma Distribution in a GLM Fit
loglm1

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

Deaths of Car Drivers in Great Britain 1969-84
fitdistr

Maximum-likelihood Fitting of Univariate Distributions
gilgais

Line Transect of Soil in Gilgai Territory
nlschools

Eighth-Grade Pupils in the Netherlands
hist.scott

Plot a Histogram with Automatic Bin Width Selection
housing

Frequency Table from a Copenhagen Housing Conditions Survey
ginv

Generalized Inverse of a Matrix
glmmPQL

Fit Generalized Linear Mixed Models via PQL
glm.convert

Change a Negative Binomial fit to a GLM fit
ldahist

Histograms or Density Plots of Multiple Groups
predict.lda

Classify Multivariate Observations by Linear Discrimination
hills

Record Times in Scottish Hill Races
glm.nb

Fit a Negative Binomial Generalized Linear Model
kde2d

Two-Dimensional Kernel Density Estimation
isoMDS

Kruskal's Non-metric Multidimensional Scaling
mammals

Brain and Body Weights for 62 Species of Land Mammals
mcycle

Data from a Simulated Motorcycle Accident
lm.ridge

Ridge Regression
predict.glmmPQL

Predict Method for glmmPQL Fits
lm.gls

Fit Linear Models by Generalized Least Squares
ships

Ships Damage Data
immer

Yields from a Barley Field Trial
lda

Linear Discriminant Analysis
rnegbin

Simulate Negative Binomial Variates
menarche

Age of Menarche in Warsaw
michelson

Michelson's Speed of Light Data
npk

Classical N, P, K Factorial Experiment
shoes

Shoe wear data of Box, Hunter and Hunter
minn38

Minnesota High School Graduates of 1938
road

Road Accident Deaths in US States
synth.tr

Synthetic Classification Problem
pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit
leuk

Survival Times and White Blood Counts for Leukaemia Patients
whiteside

House Insulation: Whiteside's Data
theta.md

Estimate theta of the Negative Binomial
logtrans

Estimate log Transformation Parameter
painters

The Painter's Data of de Piles
oats

Data from an Oats Field Trial
mca

Multiple Correspondence Analysis
npr1

US Naval Petroleum Reserve No. 1 data
width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives
polr

Ordered Logistic or Probit Regression
parcoord

Parallel Coordinates Plot
plot.profile

Plotting Functions for 'profile' Objects
predict.lqs

Predict from an lqs Fit
profile.glm

Method for Profiling glm Objects
lqs

Resistant Regression
petrol

N. L. Prater's Petrol Refinery Data
mvrnorm

Simulate from a Multivariate Normal Distribution
predict.qda

Classify from Quadratic Discriminant Analysis
shrimp

Percentage of Shrimp in Shrimp Cocktail
plot.lda

Plot Method for Class 'lda'
rational

Rational Approximation
snails

Snail Mortality Data
summary.rlm

Summary Method for Robust Linear Models
renumerate

Convert a Formula Transformed by 'denumerate'
stdres

Extract Standardized Residuals from a Linear Model
predict.mca

Predict Method for Class 'mca'
shuttle

Space Shuttle Autolander Problem
Belgian-phones

Belgium Phone Calls 1950-1973
negative.binomial

Family function for Negative Binomial GLMs
stormer

The Stormer Viscometer Data
rlm

Robust Fitting of Linear Models
survey

Student Survey Data
plot.mca

Plot Method for Objects of Class 'mca'
studres

Extract Studentized Residuals from a Linear Model
rms.curv

Relative Curvature Measures for Non-Linear Regression
rotifer

Numbers of Rotifers by Fluid Density
steam

The Saturated Steam Pressure Data
quine

Absenteeism from School in Rural New South Wales
stepAIC

Choose a model by AIC in a Stepwise Algorithm
qda

Quadratic Discriminant Analysis
summary.loglm

Summary Method Function for Objects of Class 'loglm'
write.matrix

Write a Matrix or Data Frame
summary.negbin

Summary Method Function for Objects of Class 'negbin'
truehist

Plot a Histogram
waders

Counts of Waders at 15 Sites in South Africa
ucv

Unbiased Cross-Validation for Bandwidth Selection
topo

Spatial Topographic Data
sammon

Sammon's Non-Linear Mapping
wtloss

Weight Loss Data from an Obese Patient
Insurance

Numbers of Car Insurance claims
cpus

Performance of Computer CPUs
GAGurine

Level of GAG in Urine of Children
DDT

DDT in Kale
Cushings

Diagnostic Tests on Patients with Cushing's Syndrome