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boot (version 1.3-28.1)

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

53,815

Version

1.3-28.1

License

Unlimited

Maintainer

Brian Ripley

Last Published

November 22nd, 2022

Functions in boot (1.3-28.1)

Simulated Manufacturing Process Data

Smoking Deaths Among Doctors

Spatial Location of Bramble Canes

boot-practicals

Functions for Bootstrap Practicals

Weight Data for Domestic Cats

Calcium Uptake Data

Nonparametric Bootstrap Confidence Intervals

Bootstrap Resampling Arrays

Sugar-cane Disease Data

Bootstrap Resampling

CD4 Counts for HIV-Positive Patients

Control Variate Calculations

Position of Muscle Caveolae

Nested Bootstrap of cd4 data

Dates of Coal Mining Disasters

Number of Flaws in Cloth

Genetic Links to Left-handedness

Bootstrap for Censored Data

Carbon Monoxide Transfer

Channing House Data

Cross-validation for Generalized Linear Models

Confidence Envelopes for Curves

Correlation Coefficient

Exponential Tilting

Behavioral and Plumage Characteristics of Hybrid Ducks

Bootstrap Frequency Arrays

Counts of Balsam-fir Seedlings

Failure Time of PET Film

Empirical Influence Values

Head Dimensions in Brothers

Incidence of Down's Syndrome in British Columbia

Cardiac Data for Domestic Dogs

Acceleration Due to Gravity

Darwin's Plant Height Differences

Survival from Malignant Melanoma

Diagnostics plots for generalized linear models

Generalized Linear Model Diagnostics

Importance Sampling Weights

Linear Approximation of Bootstrap Replicates

lines.saddle.distn

Add a Saddlepoint Approximation to a Plot

jack.after.boot

Jackknife-after-Bootstrap Plots

Logit of Proportions

Average Heights of the Rio Negro river at Manaus

Print a Summary of a Bootstrap Object

print.saddle.distn

Print Quantiles of Saddlepoint Approximations

Linear Skewness Estimate

Pole Positions of New Caledonian Laterites

Data from a Simulated Motorcycle Accident

Linear Programming Solution Objects

Plots of the Output of a Bootstrap Simulation

Print Bootstrap Confidence Intervals

Annual Mean Sunspot Numbers

Calculate Third Order Cumulants

Simplex Method for Linear Programming Problems

Nodal Involvement in Prostate Cancer

Tuna Sighting Data

Smooth Distributions on Data Points

Animal Survival Times

Cancer Remission and Cell Activity

Print Solution to Linear Programming Problem

Jura Quartzite Azimuths on Islay

Water Salinity and River Discharge

Urine Analysis Data

Normal Approximation Confidence Intervals

Inverse Logit Function

Bootstrapping of Time Series

saddle.distn.object

Saddlepoint Distribution Approximation Objects

Nuclear Power Station Construction Data

Toxicity of Nitrofen in Aquatic Systems

Tau Particle Decay Modes

Survival of Rats after Radiation Doses

Non-parametric Tilted Bootstrap

Neurophysiological Point Process Data

Neurotransmission in Guinea Pig Brains

Saddlepoint Approximations for Bootstrap Statistics

Saddlepoint Distribution Approximations for Bootstrap Statistics

Linear Variance Estimate

Australian Relative Wool Prices

Car Speeding and Warning Signs

Empirical Likelihoods

Monthly Excess Returns

Remission Times for Acute Myelogenous Leukaemia

Failures of Air-conditioning Equipment

Population of U.S. Cities

Importance Sampling Estimates

Nonparametric ABC Confidence Intervals

Beaver Body Temperature Data

Delay in AIDS Reporting in England and Wales