calculate_constant_matrices: Calculate Zero-One Matrices

In christian-gische/causalSEM: Analyze Causal Effects Using Interventional Distributions

Calculate Zero-One Matrices

Description

Calculates zero-one matrices used in the computation of the interventional distribution (see, for example, Definition 1 in Gische and Voelkle, 2022).

Usage

calculate_constant_matrices(
  model = NULL,
  intervention_names = NULL,
  outcome_names = NULL,
  verbose = NULL,
  use_model_values = FALSE
)

Arguments

model	Object of class causalSEM.
intervention_names	Names of interventional variables.
outcome_names	Names of outcome variables.
verbose	Verbosity of console output.

Value

List with several zero-one matrices:

	$select_intervention
	$select_non_intervention
	$select_outcome
	$eliminate_intervention
	$duplication_matrix
	$elimination_matrix
	$commutation_matrix

References

Gische, C., Voelkle, M.C. (2022) Beyond the Mean: A Flexible Framework for Studying Causal Effects Using Linear Models. Psychometrika 87, 868–901. https://doi.org/10.1007/s11336-021-09811-z

christian-gische/causalSEM documentation built on April 26, 2023, 10:36 p.m.