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SMPracticals (version 1.3-1)

Practicals for use with Davison (2003) Statistical Models

Description

This package contains the datasets and a few functions for use with the practicals outlined in Appendix A of the book Statistical Models (Davison, 2003, Cambridge University Press). The practicals themselves can be found at http://statwww.epfl.ch/davison/SM/

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Version

Install

install.packages('SMPracticals')

Monthly Downloads

900

Version

1.3-1

License

GPL (>= 2)

Maintainer

Anthony Davison

Last Published

October 12th, 2009

Functions in SMPracticals (1.3-1)

arithmetic

Teaching Arithmetic Data
blalock

Blalock--Taussig Shunt Data
darwin

Darwin's Maize Data
marking

Examination Marking Data
pbc

Mayo Clinic Primary Biliary Cirrhosis Data
millet

Millet Data
lizards

Lizard Count Data
nematode

Nematode Data
chicks

Chick Bone Data
aml

Remission Times for Acute Myelogenous Leukaemia
cat.heart

Cat Heart Data
nodal

Nodal Involvement in Prostate Cancer
danish

Danish Fire Insurance Claims
glm.diag

Generalized Linear Model Diagnostics
poi.beta.laplace

Laplace Approximation for Posterior Density, Practical 11.2
breast

Breast Cancer Data
eyes

Visual Impairment Data
poisons

Survival Times for Poisoned Animals
rat.growth

Rat Growth Data
jelinski

Jelinski and Moranda Data on Software Failures
barley

Spring Barley Data
burt

IQs of identical twins
fir

Counts of Balsam-fir Seedlings
mice

Mice Deaths from Radiation
coal

Data on UK coal mining disasters
motorette

Motorette Failure Data
paulsen

Neurotransmission in Guinea Pig Brains
leuk

Survival Times and White Blood Counts for Leukaemia Patients
intron

Intron Gene Sequence
births

Birth Times
ihess

Inverse Hessian
limits

Swedish Speed Limit Data
toxo

Toxoplasmosis Data
springs

Spring Failure Data
add.exp.lines

Add Exponential Lines in Practical 11.3
plot.glm.diag

Diagnostic plots for generalized linear models
calcium

Calcium Uptake Data
galaxy

Galaxy Velocity Data
manaus

Average Heights of the Rio Negro river at Manaus
salinity

Water Salinity and River Discharge
smoking

Survival and Smoking
cement

Hald Cement Data
hus.gibbs

Gibbs Sampler for Poisson Changepoint Model, Practical 11.6
cloth

Numbers of Flaws in Lengths of Cloth
hus

Haemolytic Uraemic Syndrome
shoe

Shoe Wear Data
forbes

Atmospheric Pressure and Boiling Point in the Alps
sticky

Stickiness of blood data
alofi

Daily Rainfall at Alofi
soccer

Soccer Scores from English Premier League, 2000-2001 Season
beetle

Japanese beetle data
poi.gibbs

Gibbs Sampler for Hierarchical Poisson Model, Practical 11.5
mathmarks

Math Marks Data
quake

Japanese Earthquake Data
qqexp

Exponential Quantile-Quantile Plots
old.age

Estimates of Hazard Function for Old Age
field.concrete

Field Concrete Mixture Data
blood

Blood Group Data
pneu

Pneumoconiosis amongst Coalminers
yahoo

Yahoo Closing Prices
coin.spin

Function for Coin Spinning, Practical 11.1
teak

Teak Plant Data
pollution

Air Pollution and Mortality
pigs

Pig Diet Data
pairs.mod

Modified Scatterplot Matrix
exp.gibbs

Gibbs Sampling for Two Truncated Exponential Variables, Practical 11.3
MClik

Likelihood Estimation for Markov Chains
shuttle

O-ring Thermal Distress Data for Space Shuttle
magnesium

Magnesium Treatment for Heart Attack Patients
beaver.gibbs

Gibbs Sampler for Normal Changepoint Model, Practical 11.7
cake

Breaking of Chocolate Cakes
bike

Bicycling Times
chimps

Chimpanzee Learning Data
tide

Annual Maximum Sea Levels
venice

Extreme Sea Levels at Venice
cardiac

Mortality Rates for Cardiac Surgery on Babies at 12 Hospitals
lik.ci

Likelihood Confidence Intervals for Scalar Parameter
lung.cancer

Lung Cancer Deaths among UK Physicians
pumps

Pump Failure Data
survival

Survival of Rats After Radiation Doses
jacamar

Jacamar Learning Ability Data
urine

Urine Analysis Data
ftse

FTSE Daily Returns
pipette

Red Blood Cell Data
seeds

Germination of seeds
bliss

Bliss data on deaths of flour beetles
get.alpha

Estimate Alpha from Data
nuclear

Nuclear Power Station Construction Data
beaver

Body Temperatures for a Female Beaver
bard

Shakespeare's Word Type Frequencies
frets

Head Dimensions in Brothers
ulcer

Recurrent Bleeding from Ulcers
pigeon

Homing Pigeon Data