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boot (version 1.3-29)

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

69,767

Version

1.3-29

License

Unlimited

Maintainer

Alessandra Brazzale

Last Published

February 19th, 2024

Functions in boot (1.3-29)

Nonparametric ABC Confidence Intervals

Monthly Excess Returns

Simulated Manufacturing Process Data

Remission Times for Acute Myelogenous Leukaemia

Weight Data for Domestic Cats

Calcium Uptake Data

Sugar-cane Disease Data

Control Variate Calculations

Spatial Location of Bramble Canes

Nested Bootstrap of cd4 data

Smoking Deaths Among Doctors

Bootstrap for Censored Data

Dates of Coal Mining Disasters

Bootstrap Resampling Arrays

Importance Sampling Estimates

Nonparametric Bootstrap Confidence Intervals

Behavioral and Plumage Characteristics of Hybrid Ducks

Confidence Envelopes for Curves

Channing House Data

Diagnostics plots for generalized linear models

Bootstrap Resampling

boot-practicals

Functions for Bootstrap Practicals

Genetic Links to Left-handedness

Acceleration Due to Gravity

Position of Muscle Caveolae

Generalized Linear Model Diagnostics

Empirical Influence Values

Head Dimensions in Brothers

Cross-validation for Generalized Linear Models

Neurophysiological Point Process Data

Pole Positions of New Caledonian Laterites

Failure Time of PET Film

Toxicity of Nitrofen in Aquatic Systems

Darwin's Plant Height Differences

Importance Sampling Weights

Print a Summary of a Bootstrap Object

Logit of Proportions

Print Bootstrap Confidence Intervals

Exponential Tilting

Water Salinity and River Discharge

print.saddle.distn

Print Quantiles of Saddlepoint Approximations

saddle.distn.object

Saddlepoint Distribution Approximation Objects

CD4 Counts for HIV-Positive Patients

Tuna Sighting Data

Print Solution to Linear Programming Problem

Urine Analysis Data

Average Heights of the Rio Negro river at Manaus

Cancer Remission and Cell Activity

Correlation Coefficient

Inverse Logit Function

Smooth Distributions on Data Points

Calculate Third Order Cumulants

Number of Flaws in Cloth

Carbon Monoxide Transfer

Linear Approximation of Bootstrap Replicates

Cardiac Data for Domestic Dogs

lines.saddle.distn

Add a Saddlepoint Approximation to a Plot

Annual Mean Sunspot Numbers

Nodal Involvement in Prostate Cancer

Normal Approximation Confidence Intervals

Saddlepoint Approximations for Bootstrap Statistics

Incidence of Down's Syndrome in British Columbia

Saddlepoint Distribution Approximations for Bootstrap Statistics

Jura Quartzite Azimuths on Islay

Linear Variance Estimate

Counts of Balsam-fir Seedlings

Australian Relative Wool Prices

Bootstrap Frequency Arrays

Survival from Malignant Melanoma

Non-parametric Tilted Bootstrap

Data from a Simulated Motorcycle Accident

jack.after.boot

Jackknife-after-Bootstrap Plots

Bootstrapping of Time Series

Plots of the Output of a Bootstrap Simulation

Animal Survival Times

Linear Skewness Estimate

Nuclear Power Station Construction Data

Survival of Rats after Radiation Doses

Tau Particle Decay Modes

Neurotransmission in Guinea Pig Brains

Simplex Method for Linear Programming Problems

Linear Programming Solution Objects

Car Speeding and Warning Signs

Population of U.S. Cities

Delay in AIDS Reporting in England and Wales

Beaver Body Temperature Data

Failures of Air-conditioning Equipment

Empirical Likelihoods