Clustered sampling specification

Usage

synthetic.sampling.clustered(
  cluster.count,
  observations.per.cluster,
  center.lower = -1,
  center.upper = 1,
  within.sd,
  algorithm = "centers.then.gaussian.offsets.v1"
)

Arguments

cluster.count: Number of clusters.
observations.per.cluster: Rows per cluster.
center.lower, center.upper: Center box bounds.
within.sd: Within-cluster standard deviation.
algorithm: Versioned draw algorithm.

Value

A fixed-size synthetic sampling component.

Examples

synthetic.sampling.clustered(3L, 5L, within.sd = 0.1)
#> $kind
#> [1] "sampling"
#> 
#> $family
#> [1] "clustered"
#> 
#> $version
#> [1] 1
#> 
#> $parameters
#> $parameters$cluster.count
#> [1] 3
#> 
#> $parameters$observations.per.cluster
#> [1] 5
#> 
#> $parameters$center.lower
#> [1] -1
#> 
#> $parameters$center.upper
#> [1] 1
#> 
#> $parameters$within.sd
#> [1] 0.1
#> 
#> $parameters$algorithm
#> [1] "centers.then.gaussian.offsets.v1"
#> 
#> $parameters$fixed.n
#> [1] 15
#> 
#> 
#> attr(,"class")
#> [1] "synthetic_clustered_sampling" "synthetic_sampling_component"
#> [3] "synthetic_sampling"           "synthetic_component"