out_clique_decomposition_bimax: Decomposing Null Exposure Graph Using Bimax

In dpuelz/CliqueRT: Randomization-Based Testing of Causal Effects under General Interference

Decomposing Null Exposure Graph Using Bimax

Description

One of the main functions for implementing the methodology. Outputs a biclique decomposition of the null-exposure graph using Bimax algorithm. Specifically, the resulting decomposition paritions the assignment space, while the unit space may overlap.

Usage

out_clique_decomposition_bimax(
  NEgraph,
  Zobs_id,
  minr,
  minc,
  stop_at_Zobs = TRUE
)

Arguments

NEgraph	The null-exposure graph.
Zobs_id	The index location of the observed assignment vector in Z, Z_a, and Z_b.
minr	The minimum number of focal units included in the cliques (algorithm runtime is sensitive to this value).
minc	The minimum number of focal assignment included in the cliques (algorithm runtime is sensitive to this value).
stop_at_Zobs	A Boolean indicating whether the decomposition algorithm should stop when the clique containing the observed assignment is found. Default value is TRUE.

Value

If stop_at_Zobs is TRUE, a matrix representing the clique to condition upon. If stop_at_Zobs is FALSE, a list containing the clique decomposition of the null-exposure graph.

dpuelz/CliqueRT documentation built on Jan. 6, 2023, 11:20 p.m.