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boot (version 1.3-32)

Bootstrap Functions

Description

Functions and datasets for bootstrapping from the book "Bootstrap Methods and Their Application" by A. C. Davison and D. V. Hinkley (1997, CUP), originally written by Angelo Canty for S.

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Version

Install

install.packages('boot')

Monthly Downloads

46,262

Version

1.3-32

License

Unlimited

Maintainer

Alessandra Brazzale

Last Published

August 29th, 2025

Functions in boot (1.3-32)

brambles

Spatial Location of Bramble Canes
boot.array

Bootstrap Resampling Arrays
catsM

Weight Data for Domestic Cats
breslow

Smoking Deaths Among Doctors
capability

Simulated Manufacturing Process Data
cane

Sugar-cane Disease Data
calcium

Calcium Uptake Data
boot

Bootstrap Resampling
boot.ci

Nonparametric Bootstrap Confidence Intervals
boot-practicals

Functions for Bootstrap Practicals
channing

Channing House Data
co.transfer

Carbon Monoxide Transfer
cloth

Number of Flaws in Cloth
coal

Dates of Coal Mining Disasters
control

Control Variate Calculations
claridge

Genetic Links to Left-handedness
cd4.nested

Nested Bootstrap of cd4 data
cav

Position of Muscle Caveolae
censboot

Bootstrap for Censored Data
cd4

CD4 Counts for HIV-Positive Patients
dogs

Cardiac Data for Domestic Dogs
downs.bc

Incidence of Down's Syndrome in British Columbia
envelope

Confidence Envelopes for Curves
corr

Correlation Coefficient
cv.glm

Cross-validation for Generalized Linear Models
islay

Jura Quartzite Azimuths on Islay
fir

Counts of Balsam-fir Seedlings
darwin

Darwin's Plant Height Differences
exp.tilt

Exponential Tilting
empinf

Empirical Influence Values
hirose

Failure Time of PET Film
ducks

Behavioral and Plumage Characteristics of Hybrid Ducks
frets

Head Dimensions in Brothers
inv.logit

Inverse Logit Function
logit

Logit of Proportions
cum3

Calculate Third Order Cumulants
motor

Data from a Simulated Motorcycle Accident
k3.linear

Linear Skewness Estimate
melanoma

Survival from Malignant Melanoma
nitrofen

Toxicity of Nitrofen in Aquatic Systems
gravity

Acceleration Due to Gravity
freq.array

Bootstrap Frequency Arrays
glm.diag

Generalized Linear Model Diagnostics
glm.diag.plots

Diagnostics plots for generalized linear models
lines.saddle.distn

Add a Saddlepoint Approximation to a Plot
neuro

Neurophysiological Point Process Data
linear.approx

Linear Approximation of Bootstrap Replicates
imp.weights

Importance Sampling Weights
manaus

Average Heights of the Rio Negro river at Manaus
norm.ci

Normal Approximation Confidence Intervals
jack.after.boot

Jackknife-after-Bootstrap Plots
polar

Pole Positions of New Caledonian Laterites
nodal

Nodal Involvement in Prostate Cancer
poisons

Animal Survival Times
nuclear

Nuclear Power Station Construction Data
print.bootci

Print Bootstrap Confidence Intervals
plot.boot

Plots of the Output of a Bootstrap Simulation
print.boot

Print a Summary of a Bootstrap Object
paulsen

Neurotransmission in Guinea Pig Brains
print.saddle.distn

Print Quantiles of Saddlepoint Approximations
print.simplex

Print Solution to Linear Programming Problem
remission

Cancer Remission and Cell Activity
salinity

Water Salinity and River Discharge
smooth.f

Smooth Distributions on Data Points
saddle.distn

Saddlepoint Distribution Approximations for Bootstrap Statistics
simplex.object

Linear Programming Solution Objects
saddle.distn.object

Saddlepoint Distribution Approximation Objects
simplex

Simplex Method for Linear Programming Problems
sunspot

Annual Mean Sunspot Numbers
saddle

Saddlepoint Approximations for Bootstrap Statistics
wool

Australian Relative Wool Prices
tau

Tau Particle Decay Modes
urine

Urine Analysis Data
tuna

Tuna Sighting Data
tsboot

Bootstrapping of Time Series
survival

Survival of Rats after Radiation Doses
var.linear

Linear Variance Estimate
tilt.boot

Non-parametric Tilted Bootstrap