boot v1.1-6

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Bootstrap R (S-Plus) Functions (Canty)

functions and datasets for bootstrapping from the book "Bootstrap Methods and Their Applications" by A.C. Davison and D.V. Hinkley (1997, CUP).

Functions in boot

Name Description
brambles Spatial Location of Bramble Canes
islay Jura Quartzite Azimuths on Islay
birthwt Risk Factors for Low Birth Weight
bootci.object Bootstrap Confidence Interval Objects
cement Cement Composition Data
control Control Variate Calculations
cd4 CD4 Counts for HIV-Positive Patients
boot Bootstrap Resampling
boot.ci Nonparametric Bootstrap Confidence Intervals
fir Counts of Balsam-fir Seedlings
frets Head Dimensions in Brothers
linear.approx Linear Approximation of Bootstrap Replicates
aids Delay in AIDS Reporting in England and Wales
amis Car Speeding and Warning Signs.
gravity Acceleration Due to Gravity
corr Correlation Coefficient
lynx Canadian Lynx Trappings
lines.saddle.distn Add a Saddlepoint Approximation to a Plot
abc.ci Nonparametric ABC Confidence Intervals
calcium Calcium Uptake Data
breslow Smoking Deaths Among Doctors
motor Data from a Simulated Motorcycle Accident
ducks Behavioral and Plumage Characteristics of Hybrid Ducks
censboot Bootstrap for Censored Data
boot.object Bootstrap Output Objects
envelope Confidence Envelopes for Curves
empinf Empirical Influence Values
mammals Brain and Body Weights in Mammals
cum3 Calculate Third Order Cumulants
cv.glm Cross-validation for Generalized Linear Models
glm.diag Generalized Linear Model Diagnostics
acme Monthly Excess Returns
aml Remission Times for Acute Myelogenous Leukaemia
boot.array Bootstrap Resampling Arrays
manaus Average Heights of the Rio Negro river at Manaus
leuk Survival Times and White Blood Counts for Leukaemia Patients
co.transfer Carbon Monoxide Transfer
rock Measurements on Petroleum Rock Samples
wool Australian Relative Wool Prices
exp.tilt Exponential Tilting
jack.after.boot Jackknife-after-Bootstrap Plots
poisons Animal Survival Times
tau Tau Particle Decay Modes
remission Cancer Remission and Cell Activity
tsboot Bootstrapping of Time Series
melanoma Survival from Malignant Melanoma
imp.weights Importance Sampling Weights.
smooth.f Smooth Distributions on Data Points
polar Pole Positions of New Caledonian Laterites
tuna Tuna Sighting Data
k3.linear Linear Skewness Estimate
cloth Number of Flaws in Cloth
bigcity Population of U.S. Cities
var.linear Linear Variance Estimate
logit Logit of Proportions
mcycle Data from a Simulated Motorcycle Accident
print.saddle.distn Print Quantiles of Saddlepoint Approximations
plot.boot Plots of the Output of a Bootstrap Simulation
nodal Nodal Involvement in Prostate Cancer
Imp.Estimates Importance Sampling Estimates
phones Belgium Phone Calls 1950-1973
freq.array Bootstrap Frequency Arrays
downs.bc Incidence of Down's Syndrome in British Columbia
nitrofen Toxicity of Nitrofen in Aquatic Systems
neuro Neurophysiological Point Process Data
print.simplex Print Solution to Linear Programming Problem
urine Urine Analysis Data
sunspot Annual Mean Sunspot Numbers
cd4.nested Nested Bootstrap of `cd4' data
channing Channing House Data
aircondit Failures of Air-conditioning Equipment
capability Simulated Manufacturing Process Data
coal Dates of Coal Mining Disasters
cav Position of Muscle Caveolae
survival Survival of Rats after Radiation Doses
tilt.boot Non-parametric Tilted Bootstrap
nuclear Nuclear Power Station Construction Data
simplex Simplex Method for Linear Programming Problems
simplex.object Linear Programming Solution Objects
cane Sugar-cane Disease Data
glm.diag.plots Diagnostics plots for generalized linear models
saddle.distn Saddlepoint Distribution Approximations for Bootstrap Statistics
print.bootci Print Bootstrap Confidence Intervals
salinity Water Salinity and River Discharge.
saddle Saddlepoint Approximations for Bootstrap Statistics
cats Weight Data for Domestic Cats
norm.ci Normal Approximation Confidence Intervals
print.boot Print a Summary of a Bootstrap Object
inv.logit Inverse Logit Function
paulsen Neurotransmission in Guinea Pig Brains.
beaver Beaver Body Temperature Data
hirose Failure Time of PET Film
saddle.distn.object Saddlepoint Distribution Approximation Objects
darwin Darwin's Plant Height Differences
claridge Genetic Links to Left-handedness
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