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boot (version 1.3-27)

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

1.3-27

License

Unlimited

Maintainer

Brian Ripley

Last Published

February 12th, 2021

Functions in boot (1.3-27)

Remission Times for Acute Myelogenous Leukaemia

Car Speeding and Warning Signs

Empirical Likelihoods

Monthly Excess Returns

Beaver Body Temperature Data

Population of U.S. Cities

Nonparametric ABC Confidence Intervals

Spatial Location of Bramble Canes

Failures of Air-conditioning Equipment

Delay in AIDS Reporting in England and Wales

Importance Sampling Estimates

Dates of Coal Mining Disasters

Control Variate Calculations

boot-practicals

Functions for Bootstrap Practicals

Sugar-cane Disease Data

Calcium Uptake Data

Channing House Data

Smoking Deaths Among Doctors

Bootstrap Resampling Arrays

Bootstrap Resampling

Simulated Manufacturing Process Data

Diagnostics plots for generalized linear models

Acceleration Due to Gravity

Data from a Simulated Motorcycle Accident

Survival from Malignant Melanoma

Failure Time of PET Film

Cardiac Data for Domestic Dogs

Importance Sampling Weights

Incidence of Down's Syndrome in British Columbia

Pole Positions of New Caledonian Laterites

Normal Approximation Confidence Intervals

Nodal Involvement in Prostate Cancer

Logit of Proportions

Average Heights of the Rio Negro river at Manaus

Print a Summary of a Bootstrap Object

CD4 Counts for HIV-Positive Patients

Weight Data for Domestic Cats

Print Solution to Linear Programming Problem

Number of Flaws in Cloth

Position of Muscle Caveolae

Counts of Balsam-fir Seedlings

Behavioral and Plumage Characteristics of Hybrid Ducks

Carbon Monoxide Transfer

Smooth Distributions on Data Points

Empirical Influence Values

Cancer Remission and Cell Activity

Nuclear Power Station Construction Data

Annual Mean Sunspot Numbers

Bootstrap Frequency Arrays

Neurotransmission in Guinea Pig Brains

Linear Approximation of Bootstrap Replicates

Calculate Third Order Cumulants

Genetic Links to Left-handedness

Linear Variance Estimate

Correlation Coefficient

Head Dimensions in Brothers

Darwin's Plant Height Differences

Australian Relative Wool Prices

Cross-validation for Generalized Linear Models

Nonparametric Bootstrap Confidence Intervals

Nested Bootstrap of cd4 data

Generalized Linear Model Diagnostics

Confidence Envelopes for Curves

Toxicity of Nitrofen in Aquatic Systems

Neurophysiological Point Process Data

Bootstrap for Censored Data

lines.saddle.distn

Add a Saddlepoint Approximation to a Plot

print.saddle.distn

Print Quantiles of Saddlepoint Approximations

Exponential Tilting

Print Bootstrap Confidence Intervals

Inverse Logit Function

Jura Quartzite Azimuths on Islay

Saddlepoint Approximations for Bootstrap Statistics

jack.after.boot

Jackknife-after-Bootstrap Plots

Animal Survival Times

Simplex Method for Linear Programming Problems

Saddlepoint Distribution Approximations for Bootstrap Statistics

Survival of Rats after Radiation Doses

Plots of the Output of a Bootstrap Simulation

Non-parametric Tilted Bootstrap

Linear Programming Solution Objects

Bootstrapping of Time Series

Linear Skewness Estimate

Water Salinity and River Discharge

Tau Particle Decay Modes

saddle.distn.object

Saddlepoint Distribution Approximation Objects

Urine Analysis Data

Tuna Sighting Data