boot1.3-31 package

Bootstrap Functions (Originally by Angelo Canty for S)

logit

Logit of Proportions

norm.ci

Normal Approximation Confidence Intervals

plot.boot

Plots of the Output of a Bootstrap Simulation

abc.ci

Nonparametric ABC Confidence Intervals

boot-practicals

Functions for Bootstrap Practicals

boot.array

Bootstrap Resampling Arrays

boot.ci

Nonparametric Bootstrap Confidence Intervals

boot

Bootstrap Resampling

censboot

Bootstrap for Censored Data

control

Control Variate Calculations

corr

Correlation Coefficient

cum3

Calculate Third Order Cumulants

cv.glm

Cross-validation for Generalized Linear Models

EEF.profile

Empirical Likelihoods

empinf

Empirical Influence Values

envelope

Confidence Envelopes for Curves

exp.tilt

Exponential Tilting

freq.array

Bootstrap Frequency Arrays

glm.diag.plots

Diagnostics plots for generalized linear models

saddle.distn

Saddlepoint Distribution Approximations for Bootstrap Statistics

glm.diag

Generalized Linear Model Diagnostics

Imp.Estimates

Importance Sampling Estimates

imp.weights

Importance Sampling Weights

inv.logit

Inverse Logit Function

jack.after.boot

Jackknife-after-Bootstrap Plots

k3.linear

Linear Skewness Estimate

linear.approx

Linear Approximation of Bootstrap Replicates

lines.saddle.distn

Add a Saddlepoint Approximation to a Plot

print.boot

Print a Summary of a Bootstrap Object

print.bootci

Print Bootstrap Confidence Intervals

print.saddle.distn

Print Quantiles of Saddlepoint Approximations

print.simplex

Print Solution to Linear Programming Problem

saddle.distn.object

Saddlepoint Distribution Approximation Objects

saddle

Saddlepoint Approximations for Bootstrap Statistics

simplex.object

Linear Programming Solution Objects

simplex

Simplex Method for Linear Programming Problems

smooth.f

Smooth Distributions on Data Points

sunspot

Annual Mean Sunspot Numbers

tilt.boot

Non-parametric Tilted Bootstrap

tsboot

Bootstrapping of Time Series

var.linear

Linear Variance Estimate

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.

  • Maintainer: Alessandra R. Brazzale
  • License: Unlimited
  • Last published: 2024-08-28