clique_test_ex: The main randomization test function for the full exclusion...

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

The main randomization test function for the full exclusion null hypothesis.

Description

The main randomization test function for the full exclusion null hypothesis.

Usage

clique_test_ex(
  Y,
  Zrealized,
  design_fn,
  exposure_fn,
  decom = "greedy",
  alpha = 0.05,
  num_randomizations = 2000,
  ...
)

Arguments

Y	The observed outcome vector.
Zrealized	A vector of length being number of units that gives the realization of treatment assignment.
design_fn	A function whose return is a one time realization of the distribution of the treatment.
exposure_fn	A function that specifies the exposure of each individual under different randomization.
decom	The algorithm used to calculate the biclique decomposition. Currently supported algorithms are "bimax" and "greedy".
num_randomizations	Number of randomizations to perform.
...	Other stuff, such as parameters for clique decomposition algorithms (minass for greedy decomposition, minr and minc for bimax decomposition).

Value

A list of items summarizing the randomization test.

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