Repeated Random Samples With Replacement

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

Usage

repeatedSampleWithReplacement(k, N, n, prob = NULL)

Arguments

k

integer, the number of repeated samples to generate

N

positive integer value, the population size

n

positive integer value, the sample 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 sampleWithReplacement sampling function.

See also

sampleWithReplacement

Author

Alessandro Barberis

Examples

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

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