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SMPracticals (version 1.4-3.1)

Practicals for Use with Davison (2003) Statistical Models

Description

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), which can be found at .

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Install

install.packages('SMPracticals')

Monthly Downloads

744

Version

1.4-3.1

License

GPL (>= 2)

Last Published

February 5th, 2024

Functions in SMPracticals (1.4-3.1)

MClik

Likelihood Estimation for Markov Chains
births

Birth Times
alofi

Daily Rainfall at Alofi
aml

Remission Times for Acute Myelogenous Leukaemia
bike

Bicycling Times
danish

Danish Fire Insurance Claims
coin.spin

Function for Coin Spinning, Practical 11.1
add.exp.lines

Add Exponential Lines in Practical 11.3
burt

IQs of identical twins
lik.ci

Likelihood Confidence Intervals for Scalar Parameter
limits

Swedish Speed Limit Data
chicks

Chick Bone Data
chimps

Chimpanzee Learning Data
marking

Examination Marking Data
calcium

Calcium Uptake Data
cardiac

Mortality Rates for Cardiac Surgery on Babies at 12 Hospitals
cake

Breaking of Chocolate Cakes
fir

Counts of Balsam-fir Seedlings
forbes

Atmospheric Pressure and Boiling Point in the Alps
eyes

Visual Impairment Data
old.age

Estimates of Hazard Function for Old Age
cloth

Numbers of Flaws in Lengths of Cloth
lung.cancer

Lung Cancer Deaths among UK Physicians
beaver

Body Temperatures for a Female Beaver
coal

Data on UK coal mining disasters
lizards

Lizard Count Data
mathmarks

Math Marks Data
blood

Blood Group Data
motorette

Motorette Failure Data
darwin

Darwin's Maize Data
nematode

Nematode Data
pairs.mod

Modified Scatterplot Matrix
breast

Breast Cancer Data
jelinski

Jelinski and Moranda Data on Software Failures
field.concrete

Field Concrete Mixture Data
exp.gibbs

Gibbs Sampling for Two Truncated Exponential Variables, Practical 11.3
arithmetic

Teaching Arithmetic Data
galaxy

Galaxy Velocity Data
bard

Shakespeare's Word Type Frequencies
leuk

Survival Times and White Blood Counts for Leukaemia Patients
cat.heart

Cat Heart Data
pigeon

Homing Pigeon Data
blalock

Blalock--Taussig Shunt Data
cement

Hald Cement Data
toxo

Toxoplasmosis Data
pneu

Pneumoconiosis amongst Coalminers
intron

Intron Gene Sequence
jacamar

Jacamar Learning Ability Data
poi.beta.laplace

Laplace Approximation for Posterior Density, Practical 11.2
get.alpha

Estimate Alpha from Data
glm.diag

Generalized Linear Model Diagnostics
ulcer

Recurrent Bleeding from Ulcers
pigs

Pig Diet Data
magnesium

Magnesium Treatment for Heart Attack Patients
bliss

Bliss data on deaths of flour beetles
manaus

Average Heights of the Rio Negro river at Manaus
hus

Haemolytic Uraemic Syndrome
mice

Mice Deaths from Radiation
millet

Millet Data
rat.growth

Rat Growth Data
paulsen

Neurotransmission in Guinea Pig Brains
shoe

Shoe Wear Data
seeds

Germination of seeds
teak

Teak Plant Data
pbc

Mayo Clinic Primary Biliary Cirrhosis Data
salinity

Water Salinity and River Discharge
ftse

FTSE Daily Returns
frets

Head Dimensions in Brothers
pollution

Air Pollution and Mortality
tide

Annual Maximum Sea Levels
pumps

Pump Failure Data
shuttle

O-ring Thermal Distress Data for Space Shuttle
hus.gibbs

Gibbs Sampler for Poisson Changepoint Model, Practical 11.6
pipette

Red Blood Cell Data
smoking

Survival and Smoking
plot.glm.diag

Diagnostic plots for generalized linear models
yahoo

Yahoo Closing Prices
nodal

Nodal Involvement in Prostate Cancer
ihess

Inverse Hessian
nuclear

Nuclear Power Station Construction Data
qqexp

Exponential Quantile-Quantile Plots
poi.gibbs

Gibbs Sampler for Hierarchical Poisson Model, Practical 11.5
poisons

Survival Times for Poisoned Animals
springs

Spring Failure Data
quake

Japanese Earthquake Data
soccer

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

Survival of Rats After Radiation Doses
sticky

Stickiness of blood data
urine

Urine Analysis Data
venice

Extreme Sea Levels at Venice
barley

Spring Barley Data
beaver.gibbs

Gibbs Sampler for Normal Changepoint Model, Practical 11.7
beetle

Japanese beetle data