Learn R Programming

⚠️There's a newer version (1.3-31) of this package.Take me there.

boot (version 1.3-25)

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.

Copy Link

Version

Install

install.packages('boot')

Monthly Downloads

114,052

Version

1.3-25

License

Unlimited

Maintainer

Last Published

April 26th, 2020

Functions in boot (1.3-25)

Failures of Air-conditioning Equipment

Remission Times for Acute Myelogenous Leukaemia

Population of U.S. Cities

Monthly Excess Returns

Nonparametric ABC Confidence Intervals

Weight Data for Domestic Cats

Simulated Manufacturing Process Data

Delay in AIDS Reporting in England and Wales

Importance Sampling Estimates

Car Speeding and Warning Signs

Beaver Body Temperature Data

Position of Muscle Caveolae

Cardiac Data for Domestic Dogs

Smoking Deaths Among Doctors

Spatial Location of Bramble Canes

Bootstrap Resampling Arrays

Bootstrap Resampling

CD4 Counts for HIV-Positive Patients

Calcium Uptake Data

Nonparametric Bootstrap Confidence Intervals

Control Variate Calculations

Channing House Data

Dates of Coal Mining Disasters

Empirical Likelihoods

boot-practicals

Functions for Bootstrap Practicals

Incidence of Down's Syndrome in British Columbia

Diagnostics plots for generalized linear models

Nested Bootstrap of cd4 data

Empirical Influence Values

Bootstrap Frequency Arrays

Number of Flaws in Cloth

Cross-validation for Generalized Linear Models

Head Dimensions in Brothers

Acceleration Due to Gravity

Bootstrap for Censored Data

Linear Skewness Estimate

Generalized Linear Model Diagnostics

Sugar-cane Disease Data

Counts of Balsam-fir Seedlings

Behavioral and Plumage Characteristics of Hybrid Ducks

Nodal Involvement in Prostate Cancer

Carbon Monoxide Transfer

Darwin's Plant Height Differences

Logit of Proportions

Genetic Links to Left-handedness

Exponential Tilting

Linear Approximation of Bootstrap Replicates

jack.after.boot

Jackknife-after-Bootstrap Plots

Neurotransmission in Guinea Pig Brains

Nuclear Power Station Construction Data

Correlation Coefficient

Average Heights of the Rio Negro river at Manaus

Confidence Envelopes for Curves

Inverse Logit Function

Normal Approximation Confidence Intervals

Jura Quartzite Azimuths on Islay

Plots of the Output of a Bootstrap Simulation

saddle.distn.object

Saddlepoint Distribution Approximation Objects

Smooth Distributions on Data Points

lines.saddle.distn

Add a Saddlepoint Approximation to a Plot

Failure Time of PET Film

Neurophysiological Point Process Data

Toxicity of Nitrofen in Aquatic Systems

Animal Survival Times

Pole Positions of New Caledonian Laterites

Linear Programming Solution Objects

Importance Sampling Weights

Australian Relative Wool Prices

Linear Variance Estimate

Print a Summary of a Bootstrap Object

Saddlepoint Approximations for Bootstrap Statistics

Calculate Third Order Cumulants

Survival from Malignant Melanoma

Simplex Method for Linear Programming Problems

Data from a Simulated Motorcycle Accident

Water Salinity and River Discharge

Saddlepoint Distribution Approximations for Bootstrap Statistics

Tuna Sighting Data

print.saddle.distn

Print Quantiles of Saddlepoint Approximations

Urine Analysis Data

Survival of Rats after Radiation Doses

Print Bootstrap Confidence Intervals

Annual Mean Sunspot Numbers

Print Solution to Linear Programming Problem

Cancer Remission and Cell Activity

Tau Particle Decay Modes

Non-parametric Tilted Bootstrap

Bootstrapping of Time Series