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MASS (version 7.3-33)

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

7.3-33

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

May 5th, 2014

Functions in MASS (7.3-33)

fractions

Rational Approximation

Animals

Brain and Body Weights for 28 Species

mcycle

Data from a Simulated Motorcycle Accident

housing

Frequency Table from a Copenhagen Housing Conditions Survey

hubers

Huber Proposal 2 Robust Estimator of Location and/or Scale

forbes

Forbes' Data on Boiling Points in the Alps

shrimp

Percentage of Shrimp in Shrimp Cocktail

anorexia

Anorexia Data on Weight Change

Cushings

Diagnostic Tests on Patients with Cushing's Syndrome

contr.sdif

Successive Differences Contrast Coding

qda

Quadratic Discriminant Analysis

caith

Colours of Eyes and Hair of People in Caithness

addterm

Try All One-Term Additions to a Model

bacteria

Presence of Bacteria after Drug Treatments

summary.negbin

Summary Method Function for Objects of Class 'negbin'

lda

Linear Discriminant Analysis

GAGurine

Level of GAG in Urine of Children

gehan

Remission Times of Leukaemia Patients

cement

Heat Evolved by Setting Cements

Sitka

Growth Curves for Sitka Spruce Trees in 1988

confint-MASS

Confidence Intervals for Model Parameters

farms

Ecological Factors in Farm Management

UScereal

Nutritional and Marketing Information on US Cereals

biopsy

Biopsy Data on Breast Cancer Patients

immer

Yields from a Barley Field Trial

bcv

Biased Cross-Validation for Bandwidth Selection

road

Road Accident Deaths in US States

plot.lda

Plot Method for Class 'lda'

Melanoma

Survival from Malignant Melanoma

cpus

Performance of Computer CPUs

renumerate

Convert a Formula Transformed by 'denumerate'

newcomb

Newcomb's Measurements of the Passage Time of Light

menarche

Age of Menarche in Warsaw

rlm

Robust Fitting of Linear Models

mvrnorm

Simulate from a Multivariate Normal Distribution

corresp

Simple Correspondence Analysis

kde2d

Two-Dimensional Kernel Density Estimation

Cars93

Data from 93 Cars on Sale in the USA in 1993

profile.glm

Method for Profiling glm Objects

lm.gls

Fit Linear Models by Generalized Least Squares

Insurance

Numbers of Car Insurance claims

fgl

Measurements of Forensic Glass Fragments

stdres

Extract Standardized Residuals from a Linear Model

Boston

Housing Values in Suburbs of Boston

predict.lda

Classify Multivariate Observations by Linear Discrimination

eagles

Foraging Ecology of Bald Eagles

birthwt

Risk Factors Associated with Low Infant Birth Weight

fitdistr

Maximum-likelihood Fitting of Univariate Distributions

mammals

Brain and Body Weights for 62 Species of Land Mammals

rms.curv

Relative Curvature Measures for Non-Linear Regression

Rabbit

Blood Pressure in Rabbits

parcoord

Parallel Coordinates Plot

whiteside

House Insulation: Whiteside's Data

Sitka89

Growth Curves for Sitka Spruce Trees in 1989

beav1

Body Temperature Series of Beaver 1

snails

Snail Mortality Data

petrol

N. L. Prater's Petrol Refinery Data

Veteran's Administration Lung Cancer Trial

dropterm

Try All One-Term Deletions from a Model

predict.lqs

Predict from an lqs Fit

con2tr

Convert Lists to Data Frames for use by lattice

plot.mca

Plot Method for Objects of Class 'mca'

Traffic

Effect of Swedish Speed Limits on Accidents

pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit

bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution

area

Adaptive Numerical Integration

accdeaths

Accidental Deaths in the US 1973-1978

predict.qda

Classify from Quadratic Discriminant Analysis

ginv

Generalized Inverse of a Matrix

crabs

Morphological Measurements on Leptograpsus Crabs

glmmPQL

Fit Generalized Linear Mixed Models via PQL

anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs

beav2

Body Temperature Series of Beaver 2

epil

Seizure Counts for Epileptics

Aids2

Australian AIDS Survival Data

cabbages

Data from a cabbage field trial

logtrans

Estimate log Transformation Parameter

genotype

Rat Genotype Data

rnegbin

Simulate Negative Binomial Variates

MASS-internal

Internal MASS functions

cov.rob

Resistant Estimation of Multivariate Location and Scatter

dose.p

Predict Doses for Binomial Assay model

steam

The Saturated Steam Pressure Data

DDT

DDT in Kale

leuk

Survival Times and White Blood Counts for Leukaemia Patients

npr1

US Naval Petroleum Reserve No. 1 data

glm.nb

Fit a Negative Binomial Generalized Linear Model

michelson

Michelson's Speed of Light Data

isoMDS

Kruskal's Non-metric Multidimensional Scaling

Rubber

Accelerated Testing of Tyre Rubber

loglm

Fit Log-Linear Models by Iterative Proportional Scaling

loglm1

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

muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts

minn38

Minnesota High School Graduates of 1938

Belgian-phones

Belgium Phone Calls 1950-1973

cats

Anatomical Data from Domestic Cats

oats

Data from an Oats Field Trial

lqs

Resistant Regression

geyser

Old Faithful Geyser Data

negative.binomial

Family function for Negative Binomial GLMs

Skye

AFM Compositions of Aphyric Skye Lavas

deaths

Monthly Deaths from Lung Diseases in the UK

cov.trob

Covariance Estimation for Multivariate t Distribution

gamma.dispersion

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

chem

Copper in Wholemeal Flour

mca

Multiple Correspondence Analysis

predict.mca

Predict Method for Class 'mca'

hills

Record Times in Scottish Hill Races

predict.glmmPQL

Predict Method for glmmPQL Fits

Null

Null Spaces of Matrices

stepAIC

Choose a model by AIC in a Stepwise Algorithm

rational

Rational Approximation

plot.profile

Plotting Functions for 'profile' Objects

shuttle

Space Shuttle Autolander Problem

glm.convert

Change a Negative Binomial fit to a GLM fit

rotifer

Numbers of Rotifers by Fluid Density

huber

Huber M-estimator of Location with MAD Scale

summary.rlm

Summary Method for Robust Linear Models

wtloss

Weight Loss Data from an Obese Patient

polr

Ordered Logistic or Probit Regression

synth.tr

Synthetic Classification Problem

Pima.tr

Diabetes in Pima Indian Women

SP500

Returns of the Standard and Poors 500

UScrime

The Effect of Punishment Regimes on Crime Rates

sammon

Sammon's Non-Linear Mapping

coop

Co-operative Trial in Analytical Chemistry

boxcox

Box-Cox Transformations for Linear Models

theta.md

Estimate theta of the Negative Binomial

ucv

Unbiased Cross-Validation for Bandwidth Selection

galaxies

Velocities for 82 Galaxies

abbey

Determinations of Nickel Content

denumerate

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

shoes

Shoe wear data of Box, Hunter and Hunter

OME

Tests of Auditory Perception in Children with OME

eqscplot

Plots with Geometrically Equal Scales

drivers

Deaths of Car Drivers in Great Britain 1969-84

painters

The Painter's Data of de Piles

ldahist

Histograms or Density Plots of Multiple Groups

ships

Ships Damage Data

summary.loglm

Summary Method Function for Objects of Class 'loglm'

studres

Extract Studentized Residuals from a Linear Model

npk

Classical N, P, K Factorial Experiment

gamma.shape

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

topo

Spatial Topographic Data

nlschools

Eighth-Grade Pupils in the Netherlands

stormer

The Stormer Viscometer Data

quine

Absenteeism from School in Rural New South Wales

motors

Accelerated Life Testing of Motorettes

gilgais

Line Transect of Soil in Gilgai Territory

hist.scott

Plot a Histogram with Automatic Bin Width Selection

Write a Matrix or Data Frame

waders

Counts of Waders at 15 Sites in South Africa

width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives