bootstrap_balanced: Generate balanced bootstrap replicates

In jrnold/ramsleep: Resampling, Cross-Validation, and Permutation Methods Infrastucture

Description

A balanced bootstrap generates times replicates in which each element appears times times.

Usage

bootstrap_balanced(n, times = 1L)

Arguments

n	A positive, scalar integer representing the number of observations (items to choose from).
times	A positive, scalar integer representing the number of bootstrap samples to draw.

References

• Gleason, John 1988. "Algorithms for Balanced Bootstrap Simulations". The American Statistician. doi:10.2307/2685134.

• Davison, A.C., Hinkley, D. V., and Schechtman, E. 1986. "Efficient Bootstrap Simulation." Biometrika.

• Angelo Canty and Brian Ripley (2016). boot: Bootstrap R (S-Plus) Functions. R package version 1.3-18.

See Also

The boot function boot::boot() which is the canonical R bootstrap implementation.

Examples

bootstrap_balanced(20, 5)

jrnold/ramsleep documentation built on May 29, 2019, 11:43 a.m.