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MASS (version 7.3-11)

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

112,643

Version

7.3-11

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

February 10th, 2011

Functions in MASS (7.3-11)

DDT

DDT in Kale

UScereal

Nutritional and Marketing Information on US Cereals

birthwt

Risk Factors Associated with Low Infant Birth Weight

plot.profile

Plotting Functions for 'profile' Objects

bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution

Rubber

Accelerated Testing of Tyre Rubber

Null

Null Spaces of Matrices

UScrime

The Effect of Punishment Regimes on Crime Rates

confint-MASS

Confidence Intervals for Model Parameters

cats

Anatomical Data from Domestic Cats

Insurance

Numbers of Car Insurance claims

Melanoma

Survival from Malignant Melanoma

Boston

Housing Values in Suburbs of Boston

fractions

Rational Approximation

MASS-internal

Internal MASS functions

rational

Rational Approximation

Skye

AFM Compositions of Aphyric Skye Lavas

Cushings

Diagnostic Tests on Patients with Cushing's Syndrome

OME

Tests of Auditory Perception in Children with OME

Rabbit

Blood Pressure in Rabbits

gehan

Remission Times of Leukaemia Patients

GAGurine

Level of GAG in Urine of Children

bacteria

Presence of Bacteria after Drug Treatments

biopsy

Biopsy Data on Breast Cancer Patients

deaths

Monthly Deaths from Lung Diseases in the UK

Sitka89

Growth Curves for Sitka Spruce Trees in 1989

abbey

Determinations of Nickel Content

accdeaths

Accidental Deaths in the US 1973-1978

lda

Linear Discriminant Analysis

cpus

Performance of Computer CPUs

eqscplot

Plots with Geometrically Equal Scales

SP500

Returns of the Standard and Poors 500

geyser

Old Faithful Geyser Data

glm.nb

Fit a Negative Binomial Generalized Linear Model

shoes

Shoe wear data of Box, Hunter and Hunter

profile.glm

Method for Profiling glm Objects

chem

Copper in Wholemeal Flour

anorexia

Anorexia Data on Weight Change

crabs

Morphological Measurements on Leptograpsus Crabs

addterm

Try All One-Term Additions to a Model

con2tr

Convert Lists to Data Frames for use by lattice

fgl

Measurements of Forensic Glass Fragments

kde2d

Two-Dimensional Kernel Density Estimation

galaxies

Velocities for 82 Galaxies

Veteran's Administration Lung Cancer Trial

sammon

Sammon's Non-Linear Mapping

bcv

Biased Cross-Validation for Bandwidth Selection

lm.ridge

Ridge Regression

cov.trob

Covariance Estimation for Multivariate t Distribution

fitdistr

Maximum-likelihood Fitting of Univariate Distributions

genotype

Rat Genotype Data

logtrans

Estimate log Transformation Parameter

housing

Frequency Table from a Copenhagen Housing Conditions Survey

glmmPQL

Fit Generalized Linear Mixed Models via PQL

predict.lda

Classify Multivariate Observations by Linear Discrimination

eagles

Foraging Ecology of Bald Eagles

muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts

caith

Colours of Eyes and Hair of People in Caithness

Cars93

Data from 93 Cars on Sale in the USA in 1993

oats

Data from an Oats Field Trial

forbes

Forbes' Data on Boiling Points in the Alps

epil

Seizure Counts for Epileptics

cov.rob

Resistant Estimation of Multivariate Location and Scatter

boxcox

Box-Cox Transformations for Linear Models

michelson

Michelson's Speed of Light Data

snails

Snail Mortality Data

parcoord

Parallel Coordinates Plot

rotifer

Numbers of Rotifers by Fluid Density

drivers

Deaths of Car Drivers in Great Britain 1969-84

Animals

Brain and Body Weights for 28 Species

ginv

Generalized Inverse of a Matrix

loglm1

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

beav2

Body Temperature Series of Beaver 2

summary.rlm

Summary Method for Robust Linear Models

isoMDS

Kruskal's Non-metric Multidimensional Scaling

hist.scott

Plot a Histogram with Automatic Bin Width Selection

hubers

Huber Proposal 2 Robust Estimator of Location and/or Scale

synth.tr

Synthetic Classification Problem

loglm

Fit Log-Linear Models by Iterative Proportional Scaling

pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit

topo

Spatial Topographic Data

whiteside

House Insulation: Whiteside's Data

menarche

Age of Menarche in Warsaw

Pima.tr

Diabetes in Pima Indian Women

mvrnorm

Simulate from a Multivariate Normal Distribution

plot.lda

Plot Method for Class 'lda'

predict.qda

Classify from Quadratic Discriminant Analysis

area

Adaptive Numerical Integration

leuk

Survival Times and White Blood Counts for Leukaemia Patients

mca

Multiple Correspondence Analysis

renumerate

Convert a Formula Transformed by 'denumerate'

cabbages

Data from a cabbage field trial

contr.sdif

Successive Differences Contrast Coding

anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs

gamma.shape

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

coop

Co-operative Trial in Analytical Chemistry

denumerate

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

dropterm

Try All One-Term Deletions from a Model

nlschools

Eighth-Grade Pupils in the Netherlands

lm.gls

Fit Linear Models by Generalized Least Squares

mcycle

Data from a Simulated Motorcycle Accident

predict.glmmPQL

Predict Method for glmmPQL Fits

quine

Absenteeism from School in Rural New South Wales

width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives

steam

The Saturated Steam Pressure Data

summary.loglm

Summary Method Function for Objects of Class 'loglm'

summary.negbin

Summary Method Function for Objects of Class 'negbin'

corresp

Simple Correspondence Analysis

studres

Extract Studentized Residuals from a Linear Model

stormer

The Stormer Viscometer Data

predict.lqs

Predict from an lqs Fit

ucv

Unbiased Cross-Validation for Bandwidth Selection

immer

Yields from a Barley Field Trial

glm.convert

Change a Negative Binomial fit to a GLM fit

mammals

Brain and Body Weights for 62 Species of Land Mammals

rnegbin

Simulate Negative Binomial Variates

wtloss

Weight Loss Data from an Obese Patient

npr1

US Naval Petroleum Reserve No. 1 data

minn38

Minnesota High School Graduates of 1938

write.matrix

Write a Matrix or Data Frame

road

Road Accident Deaths in US States

ships

Ships Damage Data

shrimp

Percentage of Shrimp in Shrimp Cocktail

npk

Classical N, P, K Factorial Experiment

stepAIC

Choose a model by AIC in a Stepwise Algorithm

negative.binomial

Family function for Negative Binomial GLMs

theta.md

Estimate theta of the Negative Binomial

shuttle

Space Shuttle Autolander Problem

petrol

N. L. Prater's Petrol Refinery Data

Predict Doses for Binomial Assay model

painters

The Painter's Data of de Piles

survey

Student Survey Data

plot.mca

Plot Method for Objects of Class 'mca'

Belgian-phones

Belgium Phone Calls 1950-1973

predict.mca

Predict Method for Class 'mca'

beav1

Body Temperature Series of Beaver 1

Aids2

Australian AIDS Survival Data

rlm

Robust Fitting of Linear Models

hills

Record Times in Scottish Hill Races

waders

Counts of Waders at 15 Sites in South Africa

cement

Heat Evolved by Setting Cements

Traffic

Effect of Swedish Speed Limits on Accidents

farms

Ecological Factors in Farm Management

Sitka

Growth Curves for Sitka Spruce Trees in 1988

gamma.dispersion

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

gilgais

Line Transect of Soil in Gilgai Territory

huber

Huber M-estimator of Location with MAD Scale

ldahist

Histograms or Density Plots of Multiple Groups

newcomb

Newcomb's Measurements of the Passage Time of Light

motors

Accelerated Life Testing of Motorettes

polr

Ordered Logistic or Probit Regression

qda

Quadratic Discriminant Analysis

rms.curv

Relative Curvature Measures for Non-Linear Regression

stdres

Extract Standardized Residuals from a Linear Model