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boot (version 1.3-9)

Bootstrap Functions (originally by Angelo Canty for S)

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

66,313

Version

1.3-9

License

Unlimited

Maintainer

Brian Ripley

Last Published

April 3rd, 2013

Functions in boot (1.3-9)

aids

Delay in AIDS Reporting in England and Wales
breslow

Smoking Deaths Among Doctors
brambles

Spatial Location of Bramble Canes
capability

Simulated Manufacturing Process Data
boot-practicals

Functions for Bootstrap Practicals
glm.diag

Generalized Linear Model Diagnostics
catsM

Weight Data for Domestic Cats
cane

Sugar-cane Disease Data
acme

Monthly Excess Returns
aircondit

Failures of Air-conditioning Equipment
channing

Channing House Data
imp.weights

Importance Sampling Weights
aml

Remission Times for Acute Myelogenous Leukaemia
darwin

Darwin's Plant Height Differences
beaver

Beaver Body Temperature Data
Imp.Estimates

Importance Sampling Estimates
fir

Counts of Balsam-fir Seedlings
claridge

Genetic Links to Left-handedness
cav

Position of Muscle Caveolae
survival

Survival of Rats after Radiation Doses
cum3

Calculate Third Order Cumulants
EEF.profile

Empirical Likelihoods
coal

Dates of Coal Mining Disasters
abc.ci

Nonparametric ABC Confidence Intervals
freq.array

Bootstrap Frequency Arrays
motor

Data from a Simulated Motorcycle Accident
boot.array

Bootstrap Resampling Arrays
gravity

Acceleration Due to Gravity
boot

Bootstrap Resampling
calcium

Calcium Uptake Data
print.saddle.distn

Print Quantiles of Saddlepoint Approximations
cd4.nested

Nested Bootstrap of cd4 data
print.simplex

Print Solution to Linear Programming Problem
downs.bc

Incidence of Down's Syndrome in British Columbia
norm.ci

Normal Approximation Confidence Intervals
nodal

Nodal Involvement in Prostate Cancer
dogs

Cardiac Data for Domestic Dogs
boot.ci

Nonparametric Bootstrap Confidence Intervals
bigcity

Population of U.S. Cities
cd4

CD4 Counts for HIV-Positive Patients
hirose

Failure Time of PET Film
logit

Logit of Proportions
polar

Pole Positions of New Caledonian Laterites
saddle.distn.object

Saddlepoint Distribution Approximation Objects
neuro

Neurophysiological Point Process Data
salinity

Water Salinity and River Discharge
cv.glm

Cross-validation for Generalized Linear Models
saddle.distn

Saddlepoint Distribution Approximations for Bootstrap Statistics
tsboot

Bootstrapping of Time Series
amis

Car Speeding and Warning Signs
jack.after.boot

Jackknife-after-Bootstrap Plots
glm.diag.plots

Diagnostics plots for generalized linear models
nuclear

Nuclear Power Station Construction Data
censboot

Bootstrap for Censored Data
exp.tilt

Exponential Tilting
plot.boot

Plots of the Output of a Bootstrap Simulation
tau

Tau Particle Decay Modes
co.transfer

Carbon Monoxide Transfer
envelope

Confidence Envelopes for Curves
empinf

Empirical Influence Values
paulsen

Neurotransmission in Guinea Pig Brains
k3.linear

Linear Skewness Estimate
linear.approx

Linear Approximation of Bootstrap Replicates
var.linear

Linear Variance Estimate
urine

Urine Analysis Data
wool

Australian Relative Wool Prices
inv.logit

Inverse Logit Function
tuna

Tuna Sighting Data
frets

Head Dimensions in Brothers
manaus

Average Heights of the Rio Negro river at Manaus
saddle

Saddlepoint Approximations for Bootstrap Statistics
cloth

Number of Flaws in Cloth
simplex

Simplex Method for Linear Programming Problems
islay

Jura Quartzite Azimuths on Islay
lines.saddle.distn

Add a Saddlepoint Approximation to a Plot
ducks

Behavioral and Plumage Characteristics of Hybrid Ducks
print.boot

Print a Summary of a Bootstrap Object
nitrofen

Toxicity of Nitrofen in Aquatic Systems
smooth.f

Smooth Distributions on Data Points
remission

Cancer Remission and Cell Activity
poisons

Animal Survival Times
sunspot

Annual Mean Sunspot Numbers
tilt.boot

Non-parametric Tilted Bootstrap
corr

Correlation Coefficient
melanoma

Survival from Malignant Melanoma
print.bootci

Print Bootstrap Confidence Intervals
simplex.object

Linear Programming Solution Objects
control

Control Variate Calculations