Library

Sampling

Non-Parametric Sampling

Parametric Sampling

Accessors

Bootstrap.nrunFunction

Number of samples drawn from a bootstrap sampling

bs = BasicSampling(1000)
nrun(bs)

# output

1000
Bootstrap.statisticFunction

Return the statistic function of a BootstrapSample

bs = bootstrap(mean, randn(20), BasicSampling(100))
statistic(bs)
Bootstrap.noiseFunction

Return the noise function of a wild bootstrap sampling

Confidence Intervals

Bootstrap.BCaConfIntType

Bias-Corrected and Accelerated (BCa) Confidence Interval

BCaConfInt(0.95)