MASS v7.3-23
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by Brian Ripley
Support Functions and Datasets for Venables and Ripley's MASS
Functions and datasets to support Venables and Ripley,
'Modern Applied Statistics with S' (4th edition, 2002).
Functions in MASS
Name | Description | |
MASS-internal | Internal MASS functions | |
bandwidth.nrd | Bandwidth for density() via Normal Reference Distribution | |
Sitka89 | Growth Curves for Sitka Spruce Trees in 1989 | |
Rubber | Accelerated Testing of Tyre Rubber | |
bcv | Biased Cross-Validation for Bandwidth Selection | |
cats | Anatomical Data from Domestic Cats | |
con2tr | Convert Lists to Data Frames for use by lattice | |
Pima.tr | Diabetes in Pima Indian Women | |
eagles | Foraging Ecology of Bald Eagles | |
predict.glmmPQL | Predict Method for glmmPQL Fits | |
beav2 | Body Temperature Series of Beaver 2 | |
isoMDS | Kruskal's Non-metric Multidimensional Scaling | |
biopsy | Biopsy Data on Breast Cancer Patients | |
Cushings | Diagnostic Tests on Patients with Cushing's Syndrome | |
Insurance | Numbers of Car Insurance claims | |
Rabbit | Blood Pressure in Rabbits | |
Cars93 | Data from 93 Cars on Sale in the USA in 1993 | |
Traffic | Effect of Swedish Speed Limits on Accidents | |
DDT | DDT in Kale | |
SP500 | Returns of the Standard and Poors 500 | |
fgl | Measurements of Forensic Glass Fragments | |
pairs.lda | Produce Pairwise Scatterplots from an 'lda' Fit | |
immer | Yields from a Barley Field Trial | |
boxcox | Box-Cox Transformations for Linear Models | |
survey | Student Survey Data | |
cpus | Performance of Computer CPUs | |
truehist | Plot a Histogram | |
denumerate | Transform an Allowable Formula for 'loglm' into one for 'terms' | |
VA | Veteran's Administration Lung Cancer Trial | |
dose.p | Predict Doses for Binomial Assay model | |
Aids2 | Australian AIDS Survival Data | |
newcomb | Newcomb's Measurements of the Passage Time of Light | |
Skye | AFM Compositions of Aphyric Skye Lavas | |
painters | The Painter's Data of de Piles | |
housing | Frequency Table from a Copenhagen Housing Conditions Survey | |
whiteside | House Insulation: Whiteside's Data | |
caith | Colours of Eyes and Hair of People in Caithness | |
glm.nb | Fit a Negative Binomial Generalized Linear Model | |
shoes | Shoe wear data of Box, Hunter and Hunter | |
abbey | Determinations of Nickel Content | |
Sitka | Growth Curves for Sitka Spruce Trees in 1988 | |
stepAIC | Choose a model by AIC in a Stepwise Algorithm | |
summary.loglm | Summary Method Function for Objects of Class 'loglm' | |
lda | Linear Discriminant Analysis | |
motors | Accelerated Life Testing of Motorettes | |
negative.binomial | Family function for Negative Binomial GLMs | |
geyser | Old Faithful Geyser Data | |
genotype | Rat Genotype Data | |
gilgais | Line Transect of Soil in Gilgai Territory | |
stormer | The Stormer Viscometer Data | |
glm.convert | Change a Negative Binomial fit to a GLM fit | |
hist.scott | Plot a Histogram with Automatic Bin Width Selection | |
menarche | Age of Menarche in Warsaw | |
rational | Rational Approximation | |
predict.mca | Predict Method for Class 'mca' | |
hills | Record Times in Scottish Hill Races | |
Boston | Housing Values in Suburbs of Boston | |
muscle | Effect of Calcium Chloride on Muscle Contraction in Rat Hearts | |
coop | Co-operative Trial in Analytical Chemistry | |
huber | Huber M-estimator of Location with MAD Scale | |
plot.lda | Plot Method for Class 'lda' | |
profile.glm | Method for Profiling glm Objects | |
farms | Ecological Factors in Farm Management | |
summary.rlm | Summary Method for Robust Linear Models | |
gamma.shape | Estimate the Shape Parameter of the Gamma Distribution in a GLM Fit | |
nlschools | Eighth-Grade Pupils in the Netherlands | |
UScereal | Nutritional and Marketing Information on US Cereals | |
cabbages | Data from a cabbage field trial | |
deaths | Monthly Deaths from Lung Diseases in the UK | |
parcoord | Parallel Coordinates Plot | |
snails | Snail Mortality Data | |
birthwt | Risk Factors Associated with Low Infant Birth Weight | |
OME | Tests of Auditory Perception in Children with OME | |
UScrime | The Effect of Punishment Regimes on Crime Rates | |
cement | Heat Evolved by Setting Cements | |
chem | Copper in Wholemeal Flour | |
qda | Quadratic Discriminant Analysis | |
dropterm | Try All One-Term Deletions from a Model | |
plot.mca | Plot Method for Objects of Class 'mca' | |
beav1 | Body Temperature Series of Beaver 1 | |
topo | Spatial Topographic Data | |
fractions | Rational Approximation | |
logtrans | Estimate log Transformation Parameter | |
sammon | Sammon's Non-Linear Mapping | |
predict.lqs | Predict from an lqs Fit | |
Null | Null Spaces of Matrices | |
epil | Seizure Counts for Epileptics | |
gamma.dispersion | Calculate the MLE of the Gamma Dispersion Parameter in a GLM Fit | |
anova.negbin | Likelihood Ratio Tests for Negative Binomial GLMs | |
hubers | Huber Proposal 2 Robust Estimator of Location and/or Scale | |
quine | Absenteeism from School in Rural New South Wales | |
road | Road Accident Deaths in US States | |
steam | The Saturated Steam Pressure Data | |
cov.rob | Resistant Estimation of Multivariate Location and Scatter | |
glmmPQL | Fit Generalized Linear Mixed Models via PQL | |
gehan | Remission Times of Leukaemia Patients | |
drivers | Deaths of Car Drivers in Great Britain 1969-84 | |
contr.sdif | Successive Differences Contrast Coding | |
lqs | Resistant Regression | |
summary.negbin | Summary Method Function for Objects of Class 'negbin' | |
synth.tr | Synthetic Classification Problem | |
rnegbin | Simulate Negative Binomial Variates | |
addterm | Try All One-Term Additions to a Model | |
studres | Extract Studentized Residuals from a Linear Model | |
waders | Counts of Waders at 15 Sites in South Africa | |
mca | Multiple Correspondence Analysis | |
anorexia | Anorexia Data on Weight Change | |
mvrnorm | Simulate from a Multivariate Normal Distribution | |
oats | Data from an Oats Field Trial | |
rlm | Robust Fitting of Linear Models | |
loglm | Fit Log-Linear Models by Iterative Proportional Scaling | |
galaxies | Velocities for 82 Galaxies | |
wtloss | Weight Loss Data from an Obese Patient | |
ldahist | Histograms or Density Plots of Multiple Groups | |
lm.ridge | Ridge Regression | |
mammals | Brain and Body Weights for 62 Species of Land Mammals | |
fitdistr | Maximum-likelihood Fitting of Univariate Distributions | |
crabs | Morphological Measurements on Leptograpsus Crabs | |
predict.lda | Classify Multivariate Observations by Linear Discrimination | |
npr1 | US Naval Petroleum Reserve No. 1 data | |
ginv | Generalized Inverse of a Matrix | |
renumerate | Convert a Formula Transformed by 'denumerate' | |
npk | Classical N, P, K Factorial Experiment | |
rotifer | Numbers of Rotifers by Fluid Density | |
lm.gls | Fit Linear Models by Generalized Least Squares | |
width.SJ | Bandwidth Selection by Pilot Estimation of Derivatives | |
theta.md | Estimate theta of the Negative Binomial | |
plot.profile | Plotting Functions for 'profile' Objects | |
minn38 | Minnesota High School Graduates of 1938 | |
forbes | Forbes' Data on Boiling Points in the Alps | |
predict.qda | Classify from Quadratic Discriminant Analysis | |
shrimp | Percentage of Shrimp in Shrimp Cocktail | |
mcycle | Data from a Simulated Motorcycle Accident | |
ships | Ships Damage Data | |
shuttle | Space Shuttle Autolander Problem | |
write.matrix | Write a Matrix or Data Frame | |
eqscplot | Plots with Geometrically Equal Scales | |
leuk | Survival Times and White Blood Counts for Leukaemia Patients | |
bacteria | Presence of Bacteria after Drug Treatments | |
ucv | Unbiased Cross-Validation for Bandwidth Selection | |
kde2d | Two-Dimensional Kernel Density Estimation | |
michelson | Michelson's Speed of Light Data | |
stdres | Extract Standardized Residuals from a Linear Model | |
accdeaths | Accidental Deaths in the US 1973-1978 | |
corresp | Simple Correspondence Analysis | |
GAGurine | Level of GAG in Urine of Children | |
Animals | Brain and Body Weights for 28 Species | |
rms.curv | Relative Curvature Measures for Non-Linear Regression | |
polr | Ordered Logistic or Probit Regression | |
cov.trob | Covariance Estimation for Multivariate t Distribution | |
Belgian-phones | Belgium Phone Calls 1950-1973 | |
area | Adaptive Numerical Integration | |
loglm1 | Fit Log-Linear Models by Iterative Proportional Scaling -- Internal function | |
petrol | N. L. Prater's Petrol Refinery Data | |
confint-MASS | Confidence Intervals for Model Parameters | |
Melanoma | Survival from Malignant Melanoma | |
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Last month downloads
Details
Priority | recommended |
Date | 2013-01-08 |
Revision | $Rev: 3281 $ |
LazyData | yes |
ByteCompile | yes |
License | GPL-2 | GPL-3 |
URL | http://www.stats.ox.ac.uk/pub/MASS4/ |
Packaged | 2013-01-08 11:45:14 UTC; ripley |
Repository | CRAN |
Date/Publication | 2013-01-08 16:48:54 |
depends | base (>= 2.14.0) , graphics , grDevices , R (>= 2.14.0) , stats , utils |
suggests | lattice , nlme , nnet , survival |
Contributors | Bill Venables, David Firth, Brian Ripley, Kurt Hornik, Albrecht Gebhardt |
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