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MASS (version 7.3-30)

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

7.3-30

License

GPL-2 | GPL-3

Maintainer

Brian Ripley

Last Published

March 8th, 2014

Functions in MASS (7.3-30)

OME

Tests of Auditory Perception in Children with OME

bandwidth.nrd

Bandwidth for density() via Normal Reference Distribution

Aids2

Australian AIDS Survival Data

beav2

Body Temperature Series of Beaver 2

Rubber

Accelerated Testing of Tyre Rubber

Boston

Housing Values in Suburbs of Boston

denumerate

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

wtloss

Weight Loss Data from an Obese Patient

caith

Colours of Eyes and Hair of People in Caithness

GAGurine

Level of GAG in Urine of Children

anorexia

Anorexia Data on Weight Change

eagles

Foraging Ecology of Bald Eagles

cement

Heat Evolved by Setting Cements

Pima.tr

Diabetes in Pima Indian Women

Animals

Brain and Body Weights for 28 Species

anova.negbin

Likelihood Ratio Tests for Negative Binomial GLMs

Null

Null Spaces of Matrices

coop

Co-operative Trial in Analytical Chemistry

ldahist

Histograms or Density Plots of Multiple Groups

minn38

Minnesota High School Graduates of 1938

corresp

Simple Correspondence Analysis

farms

Ecological Factors in Farm Management

UScrime

The Effect of Punishment Regimes on Crime Rates

Veteran's Administration Lung Cancer Trial

accdeaths

Accidental Deaths in the US 1973-1978

bacteria

Presence of Bacteria after Drug Treatments

area

Adaptive Numerical Integration

Sitka89

Growth Curves for Sitka Spruce Trees in 1989

MASS-internal

Internal MASS functions

Skye

AFM Compositions of Aphyric Skye Lavas

cpus

Performance of Computer CPUs

gamma.shape

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

eqscplot

Plots with Geometrically Equal Scales

dose.p

Predict Doses for Binomial Assay model

DDT

DDT in Kale

addterm

Try All One-Term Additions to a Model

forbes

Forbes' Data on Boiling Points in the Alps

beav1

Body Temperature Series of Beaver 1

Traffic

Effect of Swedish Speed Limits on Accidents

Insurance

Numbers of Car Insurance claims

dropterm

Try All One-Term Deletions from a Model

gamma.dispersion

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

chem

Copper in Wholemeal Flour

SP500

Returns of the Standard and Poors 500

con2tr

Convert Lists to Data Frames for use by lattice

fractions

Rational Approximation

genotype

Rat Genotype Data

negative.binomial

Family function for Negative Binomial GLMs

cabbages

Data from a cabbage field trial

hills

Record Times in Scottish Hill Races

gehan

Remission Times of Leukaemia Patients

lm.gls

Fit Linear Models by Generalized Least Squares

Sitka

Growth Curves for Sitka Spruce Trees in 1988

glm.convert

Change a Negative Binomial fit to a GLM fit

glm.nb

Fit a Negative Binomial Generalized Linear Model

shrimp

Percentage of Shrimp in Shrimp Cocktail

housing

Frequency Table from a Copenhagen Housing Conditions Survey

plot.lda

Plot Method for Class 'lda'

fgl

Measurements of Forensic Glass Fragments

immer

Yields from a Barley Field Trial

ginv

Generalized Inverse of a Matrix

abbey

Determinations of Nickel Content

lda

Linear Discriminant Analysis

confint-MASS

Confidence Intervals for Model Parameters

motors

Accelerated Life Testing of Motorettes

michelson

Michelson's Speed of Light Data

loglm1

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

menarche

Age of Menarche in Warsaw

cov.trob

Covariance Estimation for Multivariate t Distribution

rlm

Robust Fitting of Linear Models

predict.lda

Classify Multivariate Observations by Linear Discrimination

nlschools

Eighth-Grade Pupils in the Netherlands

Belgian-phones

Belgium Phone Calls 1950-1973

steam

The Saturated Steam Pressure Data

lm.ridge

Ridge Regression

logtrans

Estimate log Transformation Parameter

newcomb

Newcomb's Measurements of the Passage Time of Light

mammals

Brain and Body Weights for 62 Species of Land Mammals

drivers

Deaths of Car Drivers in Great Britain 1969-84

boxcox

Box-Cox Transformations for Linear Models

write.matrix

Write a Matrix or Data Frame

ucv

Unbiased Cross-Validation for Bandwidth Selection

gilgais

Line Transect of Soil in Gilgai Territory

painters

The Painter's Data of de Piles

predict.glmmPQL

Predict Method for glmmPQL Fits

fitdistr

Maximum-likelihood Fitting of Univariate Distributions

renumerate

Convert a Formula Transformed by 'denumerate'

geyser

Old Faithful Geyser Data

hubers

Huber Proposal 2 Robust Estimator of Location and/or Scale

Rational Approximation

predict.lqs

Predict from an lqs Fit

Rabbit

Blood Pressure in Rabbits

birthwt

Risk Factors Associated with Low Infant Birth Weight

contr.sdif

Successive Differences Contrast Coding

plot.profile

Plotting Functions for 'profile' Objects

mcycle

Data from a Simulated Motorcycle Accident

profile.glm

Method for Profiling glm Objects

glmmPQL

Fit Generalized Linear Mixed Models via PQL

crabs

Morphological Measurements on Leptograpsus Crabs

shoes

Shoe wear data of Box, Hunter and Hunter

shuttle

Space Shuttle Autolander Problem

epil

Seizure Counts for Epileptics

hist.scott

Plot a Histogram with Automatic Bin Width Selection

petrol

N. L. Prater's Petrol Refinery Data

isoMDS

Kruskal's Non-metric Multidimensional Scaling

biopsy

Biopsy Data on Breast Cancer Patients

galaxies

Velocities for 82 Galaxies

UScereal

Nutritional and Marketing Information on US Cereals

leuk

Survival Times and White Blood Counts for Leukaemia Patients

parcoord

Parallel Coordinates Plot

studres

Extract Studentized Residuals from a Linear Model

plot.mca

Plot Method for Objects of Class 'mca'

bcv

Biased Cross-Validation for Bandwidth Selection

polr

Ordered Logistic or Probit Regression

stdres

Extract Standardized Residuals from a Linear Model

summary.rlm

Summary Method for Robust Linear Models

summary.loglm

Summary Method Function for Objects of Class 'loglm'

Melanoma

Survival from Malignant Melanoma

cats

Anatomical Data from Domestic Cats

deaths

Monthly Deaths from Lung Diseases in the UK

oats

Data from an Oats Field Trial

predict.mca

Predict Method for Class 'mca'

snails

Snail Mortality Data

predict.qda

Classify from Quadratic Discriminant Analysis

road

Road Accident Deaths in US States

rms.curv

Relative Curvature Measures for Non-Linear Regression

waders

Counts of Waders at 15 Sites in South Africa

cov.rob

Resistant Estimation of Multivariate Location and Scatter

stepAIC

Choose a model by AIC in a Stepwise Algorithm

summary.negbin

Summary Method Function for Objects of Class 'negbin'

huber

Huber M-estimator of Location with MAD Scale

width.SJ

Bandwidth Selection by Pilot Estimation of Derivatives

loglm

Fit Log-Linear Models by Iterative Proportional Scaling

mca

Multiple Correspondence Analysis

muscle

Effect of Calcium Chloride on Muscle Contraction in Rat Hearts

mvrnorm

Simulate from a Multivariate Normal Distribution

stormer

The Stormer Viscometer Data

pairs.lda

Produce Pairwise Scatterplots from an 'lda' Fit

whiteside

House Insulation: Whiteside's Data

qda

Quadratic Discriminant Analysis

quine

Absenteeism from School in Rural New South Wales

rnegbin

Simulate Negative Binomial Variates

theta.md

Estimate theta of the Negative Binomial

kde2d

Two-Dimensional Kernel Density Estimation

npr1

US Naval Petroleum Reserve No. 1 data

truehist

Plot a Histogram

sammon

Sammon's Non-Linear Mapping

ships

Ships Damage Data

Cushings

Diagnostic Tests on Patients with Cushing's Syndrome

Cars93

Data from 93 Cars on Sale in the USA in 1993

synth.tr

Synthetic Classification Problem

npk

Classical N, P, K Factorial Experiment

rotifer

Numbers of Rotifers by Fluid Density

topo

Spatial Topographic Data