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boot (version 1.2-8)

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

53,815

Version

1.2-8

License

Unlimited distribution.

Maintainer

Brian Ripley

Last Published

August 28th, 2024

Functions in boot (1.2-8)

cv.glm

Cross-validation for Generalized Linear Models
boot

Bootstrap Resampling
Imp.Estimates

Importance Sampling Estimates
aids

Delay in AIDS Reporting in England and Wales
aml

Remission Times for Acute Myelogenous Leukaemia
freq.array

Bootstrap Frequency Arrays
neuro

Neurophysiological Point Process Data
hirose

Failure Time of PET Film
cats

Weight Data for Domestic Cats
empinf-internal

Internal empinf Functions
cloth

Number of Flaws in Cloth
nodal

Nodal Involvement in Prostate Cancer
bigcity

Population of U.S. Cities
cd4

CD4 Counts for HIV-Positive Patients
cav

Position of Muscle Caveolae
iden

Construct special matrices
jack.after.boot

Jackknife-after-Bootstrap Plots
saddle.distn

Saddlepoint Distribution Approximations for Bootstrap Statistics
lines.saddle.distn

Add a Saddlepoint Approximation to a Plot
remission

Cancer Remission and Cell Activity
abc.ci

Nonparametric ABC Confidence Intervals
polar

Pole Positions of New Caledonian Laterites
simplex

Simplex Method for Linear Programming Problems
glm.diag.plots

Diagnostics plots for generalized linear models
const

Test for Constant
ducks

Behavioral and Plumage Characteristics of Hybrid Ducks
co.transfer

Carbon Monoxide Transfer
boot.ci

Nonparametric Bootstrap Confidence Intervals
beaver

Beaver Body Temperature Data
bootci.object

Bootstrap Confidence Interval Objects
melanoma

Survival from Malignant Melanoma
capability

Simulated Manufacturing Process Data
mcycle

Data from a Simulated Motorcycle Accident
cane

Sugar-cane Disease Data
claridge

Genetic Links to Left-handedness
paulsen

Neurotransmission in Guinea Pig Brains.
channing

Channing House Data
breslow

Smoking Deaths Among Doctors
saddle.distn.object

Saddlepoint Distribution Approximation Objects
darwin

Darwin's Plant Height Differences
tsboot

Bootstrapping of Time Series
nitrofen

Toxicity of Nitrofen in Aquatic Systems
lynx

Canadian Lynx Trappings
glm.diag

Generalized Linear Model Diagnostics
frets

Head Dimensions in Brothers
cum3

Calculate Third Order Cumulants
simplex.object

Linear Programming Solution Objects
gravity

Acceleration Due to Gravity
inv.logit

Inverse Logit Function
smooth.f

Smooth Distributions on Data Points
salinity

Water Salinity and River Discharge.
phones

Belgium Phone Calls 1950-1973
tuna

Tuna Sighting Data
amis

Car Speeding and Warning Signs.
boot.object

Bootstrap Output Objects
saddle

Saddlepoint Approximations for Bootstrap Statistics
plot.boot

Plots of the Output of a Bootstrap Simulation
leuk

Survival Times and White Blood Counts for Leukaemia Patients
boot-practicals

Functions for Bootstrap Practicals
aircondit

Failures of Air-conditioning Equipment
censboot

Bootstrap for Censored Data
corr

Correlation Coefficient
downs.bc

Incidence of Down's Syndrome in British Columbia
brambles

Spatial Location of Bramble Canes
envelope

Confidence Envelopes for Curves
acme

Monthly Excess Returns
EEF.profile

Empirical Likelihoods
exp.tilt

Exponential Tilting
tsboot-internal

Time Series Bootstrap Functions
motor

Data from a Simulated Motorcycle Accident
nuclear

Nuclear Power Station Construction Data
print.simplex

Print Solution to Linear Programming Problem
censboot-internal

Censored Bootstrap Functions
k3.linear

Linear Skewness Estimate
print.bootci

Print Bootstrap Confidence Intervals
imp.weights

Importance Sampling Weights.
coal

Dates of Coal Mining Disasters
survival

Survival of Rats after Radiation Doses
cd4.nested

Nested Bootstrap of `cd4' data
manaus

Average Heights of the Rio Negro river at Manaus
cement

Cement Composition Data
poisons

Animal Survival Times
urine

Urine Analysis Data
tau

Tau Particle Decay Modes
rock

Measurements on Petroleum Rock Samples
linear.approx

Linear Approximation of Bootstrap Replicates
norm.ci

Normal Approximation Confidence Intervals
control

Control Variate Calculations
empinf

Empirical Influence Values
boot.array

Bootstrap Resampling Arrays
print.saddle.distn

Print Quantiles of Saddlepoint Approximations
normalize

Normalize Weights
var.linear

Linear Variance Estimate
birthwt

Risk Factors for Low Birth Weight
islay

Jura Quartzite Azimuths on Islay
fir

Counts of Balsam-fir Seedlings
mammals

Brain and Body Weights in Mammals
print.boot

Print a Summary of a Bootstrap Object
sunspot

Annual Mean Sunspot Numbers
wool

Australian Relative Wool Prices
boot-internal

Internal boot functions
calcium

Calcium Uptake Data
logit

Logit of Proportions
tilt.boot

Non-parametric Tilted Bootstrap
boot-arrays

Bootstrap Arrays
dogs

Cardiac Data for Domestic Dogs