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boot (version 1.3-23)

Bootstrap Functions (Originally by Angelo Canty for S)

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

42,300

Version

1.3-23

License

Unlimited

Maintainer

Brian Ripley

Last Published

July 5th, 2019

Functions in boot (1.3-23)

Population of U.S. Cities

Delay in AIDS Reporting in England and Wales

Monthly Excess Returns

Importance Sampling Estimates

Failures of Air-conditioning Equipment

Car Speeding and Warning Signs

Beaver Body Temperature Data

Empirical Likelihoods

Nonparametric ABC Confidence Intervals

Remission Times for Acute Myelogenous Leukaemia

Calcium Uptake Data

Bootstrap Resampling Arrays

Nonparametric Bootstrap Confidence Intervals

Weight Data for Domestic Cats

Simulated Manufacturing Process Data

Spatial Location of Bramble Canes

boot-practicals

Functions for Bootstrap Practicals

Channing House Data

Genetic Links to Left-handedness

Position of Muscle Caveolae

Smoking Deaths Among Doctors

CD4 Counts for HIV-Positive Patients

Bootstrap Resampling

Dates of Coal Mining Disasters

Cardiac Data for Domestic Dogs

Bootstrap for Censored Data

Nested Bootstrap of cd4 data

Sugar-cane Disease Data

Incidence of Down's Syndrome in British Columbia

Control Variate Calculations

Acceleration Due to Gravity

Average Heights of the Rio Negro river at Manaus

Logit of Proportions

Diagnostics plots for generalized linear models

Animal Survival Times

Plots of the Output of a Bootstrap Simulation

Saddlepoint Approximations for Bootstrap Statistics

Darwin's Plant Height Differences

Cross-validation for Generalized Linear Models

Calculate Third Order Cumulants

Inverse Logit Function

Correlation Coefficient

Survival of Rats after Radiation Doses

Tau Particle Decay Modes

Saddlepoint Distribution Approximations for Bootstrap Statistics

Counts of Balsam-fir Seedlings

Behavioral and Plumage Characteristics of Hybrid Ducks

Empirical Influence Values

Neurophysiological Point Process Data

Jura Quartzite Azimuths on Islay

saddle.distn.object

Saddlepoint Distribution Approximation Objects

Toxicity of Nitrofen in Aquatic Systems

Print a Summary of a Bootstrap Object

Pole Positions of New Caledonian Laterites

Head Dimensions in Brothers

Generalized Linear Model Diagnostics

Simplex Method for Linear Programming Problems

Number of Flaws in Cloth

Linear Skewness Estimate

Bootstrap Frequency Arrays

jack.after.boot

Jackknife-after-Bootstrap Plots

Print Bootstrap Confidence Intervals

print.saddle.distn

Print Quantiles of Saddlepoint Approximations

Carbon Monoxide Transfer

Linear Variance Estimate

Water Salinity and River Discharge

Australian Relative Wool Prices

Confidence Envelopes for Curves

Exponential Tilting

Linear Programming Solution Objects

Linear Approximation of Bootstrap Replicates

lines.saddle.distn

Add a Saddlepoint Approximation to a Plot

Failure Time of PET Film

Importance Sampling Weights

Cancer Remission and Cell Activity

Normal Approximation Confidence Intervals

Data from a Simulated Motorcycle Accident

Nodal Involvement in Prostate Cancer

Print Solution to Linear Programming Problem

Survival from Malignant Melanoma

Neurotransmission in Guinea Pig Brains

Nuclear Power Station Construction Data

Smooth Distributions on Data Points

Non-parametric Tilted Bootstrap

Annual Mean Sunspot Numbers

Bootstrapping of Time Series

Tuna Sighting Data

Urine Analysis Data