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boot (version 1.3-10)
Bootstrap Functions (originally by Angelo Canty for S)
Description
functions and datasets for bootstrapping from the book "Bootstrap Methods and Their Applications" by A. C. Davison and D. V. Hinkley (1997, CUP).
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Install
install.packages('boot')
Monthly Downloads
40,717
Version
1.3-10
License
Unlimited
Maintainer
Brian Ripley
Last Published
March 8th, 2014
Functions in boot (1.3-10)
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glm.diag
Generalized Linear Model Diagnostics
acme
Monthly Excess Returns
nodal
Nodal Involvement in Prostate Cancer
manaus
Average Heights of the Rio Negro river at Manaus
fir
Counts of Balsam-fir Seedlings
cav
Position of Muscle Caveolae
remission
Cancer Remission and Cell Activity
claridge
Genetic Links to Left-handedness
boot.array
Bootstrap Resampling Arrays
channing
Channing House Data
beaver
Beaver Body Temperature Data
co.transfer
Carbon Monoxide Transfer
darwin
Darwin's Plant Height Differences
glm.diag.plots
Diagnostics plots for generalized linear models
print.simplex
Print Solution to Linear Programming Problem
boot.ci
Nonparametric Bootstrap Confidence Intervals
saddle
Saddlepoint Approximations for Bootstrap Statistics
cloth
Number of Flaws in Cloth
neuro
Neurophysiological Point Process Data
jack.after.boot
Jackknife-after-Bootstrap Plots
simplex.object
Linear Programming Solution Objects
calcium
Calcium Uptake Data
hirose
Failure Time of PET Film
survival
Survival of Rats after Radiation Doses
cv.glm
Cross-validation for Generalized Linear Models
frets
Head Dimensions in Brothers
polar
Pole Positions of New Caledonian Laterites
censboot
Bootstrap for Censored Data
empinf
Empirical Influence Values
tau
Tau Particle Decay Modes
saddle.distn.object
Saddlepoint Distribution Approximation Objects
catsM
Weight Data for Domestic Cats
tuna
Tuna Sighting Data
cane
Sugar-cane Disease Data
nuclear
Nuclear Power Station Construction Data
cd4.nested
Nested Bootstrap of cd4 data
boot
Bootstrap Resampling
envelope
Confidence Envelopes for Curves
coal
Dates of Coal Mining Disasters
cum3
Calculate Third Order Cumulants
urine
Urine Analysis Data
exp.tilt
Exponential Tilting
capability
Simulated Manufacturing Process Data
inv.logit
Inverse Logit Function
control
Control Variate Calculations
smooth.f
Smooth Distributions on Data Points
melanoma
Survival from Malignant Melanoma
var.linear
Linear Variance Estimate
wool
Australian Relative Wool Prices
nitrofen
Toxicity of Nitrofen in Aquatic Systems
linear.approx
Linear Approximation of Bootstrap Replicates
abc.ci
Nonparametric ABC Confidence Intervals
downs.bc
Incidence of Down's Syndrome in British Columbia
boot-practicals
Functions for Bootstrap Practicals
print.boot
Print a Summary of a Bootstrap Object
islay
Jura Quartzite Azimuths on Islay
sunspot
Annual Mean Sunspot Numbers
tsboot
Bootstrapping of Time Series
Imp.Estimates
Importance Sampling Estimates
paulsen
Neurotransmission in Guinea Pig Brains
cd4
CD4 Counts for HIV-Positive Patients
dogs
Cardiac Data for Domestic Dogs
plot.boot
Plots of the Output of a Bootstrap Simulation
tilt.boot
Non-parametric Tilted Bootstrap
amis
Car Speeding and Warning Signs
imp.weights
Importance Sampling Weights
ducks
Behavioral and Plumage Characteristics of Hybrid Ducks
salinity
Water Salinity and River Discharge
simplex
Simplex Method for Linear Programming Problems
logit
Logit of Proportions
lines.saddle.distn
Add a Saddlepoint Approximation to a Plot
print.saddle.distn
Print Quantiles of Saddlepoint Approximations
k3.linear
Linear Skewness Estimate
motor
Data from a Simulated Motorcycle Accident
aml
Remission Times for Acute Myelogenous Leukaemia
poisons
Animal Survival Times
print.bootci
Print Bootstrap Confidence Intervals
gravity
Acceleration Due to Gravity
EEF.profile
Empirical Likelihoods
aircondit
Failures of Air-conditioning Equipment
bigcity
Population of U.S. Cities
aids
Delay in AIDS Reporting in England and Wales
brambles
Spatial Location of Bramble Canes
corr
Correlation Coefficient
freq.array
Bootstrap Frequency Arrays
norm.ci
Normal Approximation Confidence Intervals
saddle.distn
Saddlepoint Distribution Approximations for Bootstrap Statistics
breslow
Smoking Deaths Among Doctors