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boot (version 1.3-31)

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

79,379

Version

1.3-31

License

Unlimited

Maintainer

Alessandra Brazzale

Last Published

August 28th, 2024

Functions in boot (1.3-31)

Nested Bootstrap of cd4 data

Spatial Location of Bramble Canes

Bootstrap Resampling Arrays

Number of Flaws in Cloth

Control Variate Calculations

Carbon Monoxide Transfer

Dates of Coal Mining Disasters

Smoking Deaths Among Doctors

Nonparametric Bootstrap Confidence Intervals

Bootstrap for Censored Data

Sugar-cane Disease Data

Behavioral and Plumage Characteristics of Hybrid Ducks

Calcium Uptake Data

CD4 Counts for HIV-Positive Patients

Darwin's Plant Height Differences

Position of Muscle Caveolae

Cross-validation for Generalized Linear Models

Head Dimensions in Brothers

Weight Data for Domestic Cats

Channing House Data

Exponential Tilting

Empirical Influence Values

Failure Time of PET Film

Linear Approximation of Bootstrap Replicates

Calculate Third Order Cumulants

Correlation Coefficient

Confidence Envelopes for Curves

Data from a Simulated Motorcycle Accident

Survival from Malignant Melanoma

Bootstrap Resampling

Generalized Linear Model Diagnostics

Acceleration Due to Gravity

Genetic Links to Left-handedness

Diagnostics plots for generalized linear models

lines.saddle.distn

Add a Saddlepoint Approximation to a Plot

Nuclear Power Station Construction Data

Inverse Logit Function

Importance Sampling Weights

Neurotransmission in Guinea Pig Brains

Logit of Proportions

Average Heights of the Rio Negro river at Manaus

Pole Positions of New Caledonian Laterites

Cardiac Data for Domestic Dogs

Print a Summary of a Bootstrap Object

Print Bootstrap Confidence Intervals

Incidence of Down's Syndrome in British Columbia

Water Salinity and River Discharge

saddle.distn.object

Saddlepoint Distribution Approximation Objects

Saddlepoint Approximations for Bootstrap Statistics

Saddlepoint Distribution Approximations for Bootstrap Statistics

Urine Analysis Data

Jura Quartzite Azimuths on Islay

Simplex Method for Linear Programming Problems

Tuna Sighting Data

Linear Programming Solution Objects

print.saddle.distn

Print Quantiles of Saddlepoint Approximations

Survival of Rats after Radiation Doses

Tau Particle Decay Modes

jack.after.boot

Jackknife-after-Bootstrap Plots

Counts of Balsam-fir Seedlings

Bootstrap Frequency Arrays

Linear Skewness Estimate

Neurophysiological Point Process Data

Plots of the Output of a Bootstrap Simulation

Nodal Involvement in Prostate Cancer

Toxicity of Nitrofen in Aquatic Systems

Animal Survival Times

Smooth Distributions on Data Points

Normal Approximation Confidence Intervals

Annual Mean Sunspot Numbers

Non-parametric Tilted Bootstrap

Cancer Remission and Cell Activity

Print Solution to Linear Programming Problem

Linear Variance Estimate

Australian Relative Wool Prices

Bootstrapping of Time Series

Nonparametric ABC Confidence Intervals

Failures of Air-conditioning Equipment

Remission Times for Acute Myelogenous Leukaemia

Population of U.S. Cities

Beaver Body Temperature Data

Empirical Likelihoods

Importance Sampling Estimates

boot-practicals

Functions for Bootstrap Practicals

Car Speeding and Warning Signs

Delay in AIDS Reporting in England and Wales

Monthly Excess Returns

Simulated Manufacturing Process Data