plot_identification: Plot DAG and identification result

In DiogoFerrari/idar: Identification Analysis and Structural Causal Model Estimation in R

Plot DAG and identification result

Description

Plot the DAG and identification result computed using the identification function

Usage

plot_identification(
  cause,
  effect,
  dag,
  scm = FALSE,
  scm_ida = FALSE,
  fit = NULL,
  size_equation = 4,
  size_title = 13,
  aes_scm = list(),
  aes_scm_ida = list(),
  aes_idequation = list(),
  aes_fit = list()
)

Arguments

cause	a string with the name of the node to check if its causal effect on 'effect' is identifiable
effect	a string with the name of the node to check if the causal effect of 'cause' on this node is identifiable
dag	a string with the DAG
scm	boolean, if TRUE plot the SCM using a linear model for the conditional dependencies
scm_ida	boolean, if TRUE plot the identification analysis equations using linear models
fit	output of the function estimate. If provided it plots the total effect and the coefficiets of the SCM alongside the edges of the DAG
size_equation	numeric, font size of the expression in the identification expression subplot
size_title	numeric, font size of the title of the identification expression subplot
aes_scm	a named list with the aesthetic parameters for the SCM equations plot. See Details.
aes_scm_ida	a named list with the aesthetic parameters for the SCM equations derived from the identification analysis See Details.
aes_idequation	a named list with the aesthetic parameters for the identification expression. See Details.
aes_fit	a named list with the aesthetic parameters for the identification expression. See Details.

Details

The named list aes_* contains the aesthetic parameters of different subplots. The names must match the parameter label.

DiogoFerrari/idar documentation built on May 27, 2022, 10:07 p.m.