Repeated Bootstrap Samples

Takes repeated samples with replacement from the population. See the Details section below for further information.

Usage

repeatedBootstrapSample(k, N, prob = NULL)

Arguments

k

integer, the number of repeated samples to generate

N

positive integer value, the population size

prob

(optional) N-length vector of positive numeric values, the probability weights for obtaining the N elements

Value

A list of length k where each element is a vector of indices representing the sampled data.

Details

This function takes repeated samples by using the replicate function and the bootstrapSample sampling function.

See also

bootstrapSample

Author

Alessandro Barberis

Examples

#Set seed for reproducibility
set.seed(seed = 5381L)

#Take two samples with replacement
repeatedBootstrapSample(
 k = 2,
 N = 10
)
#> [[1]]
#>  [1]  1  9 10  3  4  1  9  8  1  7
#> 
#> [[2]]
#>  [1] 6 5 2 3 5 4 2 2 8 9
#>