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boot (version 1.2-36)

Bootstrap R (S-Plus) Functions (Canty)

Description

functions and datasets for bootstrapping from the book "Bootstrap Methods and Their Applications" by A. C. Davison and D. V. Hinkley (1997, CUP).

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Version

Install

install.packages('boot')

Monthly Downloads

42,300

Version

1.2-36

License

Unlimited

Maintainer

Brian Ripley

Last Published

March 12th, 2009

Functions in boot (1.2-36)

abc.ci

Nonparametric ABC Confidence Intervals
breslow

Smoking Deaths Among Doctors
linear.approx

Linear Approximation of Bootstrap Replicates
print.boot

Print a Summary of a Bootstrap Object
smooth.f

Smooth Distributions on Data Points
logit

Logit of Proportions
calcium

Calcium Uptake Data
downs.bc

Incidence of Down's Syndrome in British Columbia
corr

Correlation Coefficient
channing

Channing House Data
remission

Cancer Remission and Cell Activity
catsM

Weight Data for Domestic Cats
cloth

Number of Flaws in Cloth
control

Control Variate Calculations
capability

Simulated Manufacturing Process Data
Imp.Estimates

Importance Sampling Estimates
jack.after.boot

Jackknife-after-Bootstrap Plots
wool

Australian Relative Wool Prices
co.transfer

Carbon Monoxide Transfer
beaver

Beaver Body Temperature Data
cv.glm

Cross-validation for Generalized Linear Models
salinity

Water Salinity and River Discharge
print.bootci

Print Bootstrap Confidence Intervals
dogs

Cardiac Data for Domestic Dogs
cum3

Calculate Third Order Cumulants
poisons

Animal Survival Times
coal

Dates of Coal Mining Disasters
aids

Delay in AIDS Reporting in England and Wales
motor

Data from a Simulated Motorcycle Accident
tilt.boot

Non-parametric Tilted Bootstrap
tau

Tau Particle Decay Modes
tuna

Tuna Sighting Data
melanoma

Survival from Malignant Melanoma
print.simplex

Print Solution to Linear Programming Problem
paulsen

Neurotransmission in Guinea Pig Brains
boot-practicals

Functions for Bootstrap Practicals
sunspot

Annual Mean Sunspot Numbers
manaus

Average Heights of the Rio Negro river at Manaus
k3.linear

Linear Skewness Estimate
saddle

Saddlepoint Approximations for Bootstrap Statistics
boot.array

Bootstrap Resampling Arrays
cane

Sugar-cane Disease Data
nodal

Nodal Involvement in Prostate Cancer
imp.weights

Importance Sampling Weights
survival

Survival of Rats after Radiation Doses
nuclear

Nuclear Power Station Construction Data
neuro

Neurophysiological Point Process Data
aircondit

Failures of Air-conditioning Equipment
EEF.profile

Empirical Likelihoods
amis

Car Speeding and Warning Signs
fir

Counts of Balsam-fir Seedlings
hirose

Failure Time of PET Film
gravity

Acceleration Due to Gravity
boot.ci

Nonparametric Bootstrap Confidence Intervals
tsboot

Bootstrapping of Time Series
boot

Bootstrap Resampling
nitrofen

Toxicity of Nitrofen in Aquatic Systems
bigcity

Population of U.S. Cities
inv.logit

Inverse Logit Function
brambles

Spatial Location of Bramble Canes
var.linear

Linear Variance Estimate
simplex.object

Linear Programming Solution Objects
cav

Position of Muscle Caveolae
saddle.distn.object

Saddlepoint Distribution Approximation Objects
envelope

Confidence Envelopes for Curves
norm.ci

Normal Approximation Confidence Intervals
frets

Head Dimensions in Brothers
urine

Urine Analysis Data
polar

Pole Positions of New Caledonian Laterites
glm.diag.plots

Diagnostics plots for generalized linear models
saddle.distn

Saddlepoint Distribution Approximations for Bootstrap Statistics
islay

Jura Quartzite Azimuths on Islay
print.saddle.distn

Print Quantiles of Saddlepoint Approximations
glm.diag

Generalized Linear Model Diagnostics
darwin

Darwin's Plant Height Differences
freq.array

Bootstrap Frequency Arrays
exp.tilt

Exponential Tilting
acme

Monthly Excess Returns
aml

Remission Times for Acute Myelogenous Leukaemia
cd4.nested

Nested Bootstrap of cd4 data
cd4

CD4 Counts for HIV-Positive Patients
empinf

Empirical Influence Values
censboot

Bootstrap for Censored Data
lines.saddle.distn

Add a Saddlepoint Approximation to a Plot
claridge

Genetic Links to Left-handedness
ducks

Behavioral and Plumage Characteristics of Hybrid Ducks
simplex

Simplex Method for Linear Programming Problems
plot.boot

Plots of the Output of a Bootstrap Simulation