Generate Clustered Data with Varying Cluster Sizes

Combines multiple fixed-cluster datasets with different group structures.

Usage

generate_clustered_data(
  clusters_list = c(5000, 5000, 2000),
  group_struct_list = list(c(2, 3, 4), c(3, 4, 5), c(4, 5, 6)),
  tau = 1,
  gamma = c(5, 0, 1)
)

Arguments

clusters_list

Integer vector. Number of clusters for each structure.

group_struct_list

List of integer vectors. Group structures.

tau

Numeric. Direct treatment effect. Default 1.

gamma

Numeric vector. Spillover parameters.

Value

A list with concatenated Y, Z, X, cluster_labels, group_labels, ingroup_labels, G, Xc.