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MASS (version 7.3-29)

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

7.3-29

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

August 31st, 2013

Functions in MASS (7.3-29)

isoMDS

Kruskal's Non-metric Multidimensional Scaling

eagles

Foraging Ecology of Bald Eagles

parcoord

Parallel Coordinates Plot

confint-MASS

Confidence Intervals for Model Parameters

plot.lda

Plot Method for Class 'lda'

Traffic

Effect of Swedish Speed Limits on Accidents

predict.qda

Classify from Quadratic Discriminant Analysis

Rubber

Accelerated Testing of Tyre Rubber

Pima.tr

Diabetes in Pima Indian Women

corresp

Simple Correspondence Analysis

Cushings

Diagnostic Tests on Patients with Cushing's Syndrome

Insurance

Numbers of Car Insurance claims

MASS-internal

Internal MASS functions

cov.rob

Resistant Estimation of Multivariate Location and Scatter

Aids2

Australian AIDS Survival Data

fitdistr

Maximum-likelihood Fitting of Univariate Distributions

glmmPQL

Fit Generalized Linear Mixed Models via PQL

anorexia

Anorexia Data on Weight Change

gamma.shape

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

caith

Colours of Eyes and Hair of People in Caithness

genotype

Rat Genotype Data

UScereal

Nutritional and Marketing Information on US Cereals

gamma.dispersion

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

cpus

Performance of Computer CPUs

cov.trob

Covariance Estimation for Multivariate t Distribution

beav1

Body Temperature Series of Beaver 1

glm.nb

Fit a Negative Binomial Generalized Linear Model

bcv

Biased Cross-Validation for Bandwidth Selection

eqscplot

Plots with Geometrically Equal Scales

Melanoma

Survival from Malignant Melanoma

OME

Tests of Auditory Perception in Children with OME

Cars93

Data from 93 Cars on Sale in the USA in 1993

Rabbit

Blood Pressure in Rabbits

farms

Ecological Factors in Farm Management

boxcox

Box-Cox Transformations for Linear Models

bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution

Boston

Housing Values in Suburbs of Boston

UScrime

The Effect of Punishment Regimes on Crime Rates

abbey

Determinations of Nickel Content

gehan

Remission Times of Leukaemia Patients

Null

Null Spaces of Matrices

accdeaths

Accidental Deaths in the US 1973-1978

GAGurine

Level of GAG in Urine of Children

birthwt

Risk Factors Associated with Low Infant Birth Weight

SP500

Returns of the Standard and Poors 500

cabbages

Data from a cabbage field trial

crabs

Morphological Measurements on Leptograpsus Crabs

leuk

Survival Times and White Blood Counts for Leukaemia Patients

mvrnorm

Simulate from a Multivariate Normal Distribution

biopsy

Biopsy Data on Breast Cancer Patients

loglm

Fit Log-Linear Models by Iterative Proportional Scaling

predict.glmmPQL

Predict Method for glmmPQL Fits

glm.convert

Change a Negative Binomial fit to a GLM fit

Veteran's Administration Lung Cancer Trial

epil

Seizure Counts for Epileptics

coop

Co-operative Trial in Analytical Chemistry

area

Adaptive Numerical Integration

drivers

Deaths of Car Drivers in Great Britain 1969-84

pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit

Animals

Brain and Body Weights for 28 Species

Sitka

Growth Curves for Sitka Spruce Trees in 1988

fgl

Measurements of Forensic Glass Fragments

minn38

Minnesota High School Graduates of 1938

cats

Anatomical Data from Domestic Cats

gilgais

Line Transect of Soil in Gilgai Territory

geyser

Old Faithful Geyser Data

Belgian-phones

Belgium Phone Calls 1950-1973

cement

Heat Evolved by Setting Cements

Sitka89

Growth Curves for Sitka Spruce Trees in 1989

michelson

Michelson's Speed of Light Data

bacteria

Presence of Bacteria after Drug Treatments

deaths

Monthly Deaths from Lung Diseases in the UK

rlm

Robust Fitting of Linear Models

menarche

Age of Menarche in Warsaw

chem

Copper in Wholemeal Flour

dose.p

Predict Doses for Binomial Assay model

Skye

AFM Compositions of Aphyric Skye Lavas

lda

Linear Discriminant Analysis

shoes

Shoe wear data of Box, Hunter and Hunter

denumerate

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

road

Road Accident Deaths in US States

qda

Quadratic Discriminant Analysis

plot.mca

Plot Method for Objects of Class 'mca'

ginv

Generalized Inverse of a Matrix

mcycle

Data from a Simulated Motorcycle Accident

plot.profile

Plotting Functions for 'profile' Objects

forbes

Forbes' Data on Boiling Points in the Alps

con2tr

Convert Lists to Data Frames for use by lattice

survey

Student Survey Data

immer

Yields from a Barley Field Trial

predict.lqs

Predict from an lqs Fit

anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs

hist.scott

Plot a Histogram with Automatic Bin Width Selection

shuttle

Space Shuttle Autolander Problem

rotifer

Numbers of Rotifers by Fluid Density

stdres

Extract Standardized Residuals from a Linear Model

housing

Frequency Table from a Copenhagen Housing Conditions Survey

predict.mca

Predict Method for Class 'mca'

rational

Rational Approximation

stormer

The Stormer Viscometer Data

mca

Multiple Correspondence Analysis

dropterm

Try All One-Term Deletions from a Model

contr.sdif

Successive Differences Contrast Coding

shrimp

Percentage of Shrimp in Shrimp Cocktail

rnegbin

Simulate Negative Binomial Variates

fractions

Rational Approximation

Spatial Topographic Data

ucv

Unbiased Cross-Validation for Bandwidth Selection

rms.curv

Relative Curvature Measures for Non-Linear Regression

beav2

Body Temperature Series of Beaver 2

hubers

Huber Proposal 2 Robust Estimator of Location and/or Scale

addterm

Try All One-Term Additions to a Model

quine

Absenteeism from School in Rural New South Wales

ships

Ships Damage Data

galaxies

Velocities for 82 Galaxies

huber

Huber M-estimator of Location with MAD Scale

hills

Record Times in Scottish Hill Races

snails

Snail Mortality Data

profile.glm

Method for Profiling glm Objects

truehist

Plot a Histogram

negative.binomial

Family function for Negative Binomial GLMs

lm.gls

Fit Linear Models by Generalized Least Squares

width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives

petrol

N. L. Prater's Petrol Refinery Data

renumerate

Convert a Formula Transformed by 'denumerate'

motors

Accelerated Life Testing of Motorettes

wtloss

Weight Loss Data from an Obese Patient

kde2d

Two-Dimensional Kernel Density Estimation

newcomb

Newcomb's Measurements of the Passage Time of Light

ldahist

Histograms or Density Plots of Multiple Groups

npk

Classical N, P, K Factorial Experiment

logtrans

Estimate log Transformation Parameter

studres

Extract Studentized Residuals from a Linear Model

mammals

Brain and Body Weights for 62 Species of Land Mammals

loglm1

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

oats

Data from an Oats Field Trial

stepAIC

Choose a model by AIC in a Stepwise Algorithm

summary.rlm

Summary Method for Robust Linear Models

polr

Ordered Logistic or Probit Regression

predict.lda

Classify Multivariate Observations by Linear Discrimination

lm.ridge

Ridge Regression

painters

The Painter's Data of de Piles

steam

The Saturated Steam Pressure Data

npr1

US Naval Petroleum Reserve No. 1 data

waders

Counts of Waders at 15 Sites in South Africa

nlschools

Eighth-Grade Pupils in the Netherlands

synth.tr

Synthetic Classification Problem

sammon

Sammon's Non-Linear Mapping

muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts

summary.loglm

Summary Method Function for Objects of Class 'loglm'

theta.md

Estimate theta of the Negative Binomial

summary.negbin

Summary Method Function for Objects of Class 'negbin'

whiteside

House Insulation: Whiteside's Data

write.matrix

Write a Matrix or Data Frame