ggdag (version 0.1.0)

Quick Plots for Common DAGs: Quickly create a DAGs with common structures of bias

Description

base functions create an object of class dagitty; ggdag_* functions are wrappers that also call ggdag() on the dagitty object.

Usage

m_bias(x = NULL, y = NULL, a = NULL, b = NULL, m = NULL,
  x_y_associated = FALSE)
butterfly_bias(x = NULL, y = NULL, a = NULL, b = NULL, m = NULL,
  x_y_associated = FALSE)
confounder_triangle(x = NULL, y = NULL, z = NULL,
  x_y_associated = FALSE)
collider_triangle(x = NULL, y = NULL, m = NULL, x_y_associated = FALSE)
mediation_triangle(x = NULL, y = NULL, m = NULL, x_y_associated = FALSE)
ggdag_m_bias(x = NULL, y = NULL, a = NULL, b = NULL, m = NULL,
  x_y_associated = FALSE, edge_type = "link_arc", node_size = 16,
  text_size = 3.88, label_size = text_size, text_col = "white",
  label_col = text_col, node = TRUE, stylized = TRUE, text = TRUE,
  use_labels = NULL)
ggdag_butterfly_bias(x = NULL, y = NULL, a = NULL, b = NULL, m = NULL,
  x_y_associated = FALSE, edge_type = "link_arc", node_size = 16,
  text_size = 3.88, label_size = text_size, text_col = "white",
  label_col = text_col, node = TRUE, stylized = TRUE, text = TRUE,
  use_labels = NULL)
ggdag_confounder_triangle(x = NULL, y = NULL, z = NULL,
  x_y_associated = FALSE, edge_type = "link_arc", node_size = 16,
  text_size = 3.88, label_size = text_size, text_col = "white",
  label_col = text_col, node = TRUE, stylized = TRUE, text = TRUE,
  use_labels = NULL)
ggdag_collider_triangle(x = NULL, y = NULL, m = NULL,
  x_y_associated = FALSE, edge_type = "link_arc", node_size = 16,
  text_size = 3.88, label_size = text_size, text_col = "white",
  label_col = text_col, node = TRUE, stylized = TRUE, text = TRUE,
  use_labels = NULL)
ggdag_mediation_triangle(x = NULL, y = NULL, m = NULL,
  x_y_associated = FALSE, edge_type = "link_arc", node_size = 16,
  text_size = 3.88, label_size = text_size, text_col = "white",
  label_col = text_col, node = TRUE, stylized = TRUE, text = TRUE,
  use_labels = NULL)

Arguments

x, y, a, b, m, z

Character vector. Optional label. Default is NULL

x_y_associated

Logical. Are x and y associated? Default is FALSE.

edge_type

a character vector, the edge geom to use. One of: "link_arc", which accounts for directed and bidirected edges, "link", "arc", or "diagonal"

node_size

size of DAG node

text_size

size of DAG text

label_size

size of label text

text_col

color of DAG text

label_col

color of label text

node

logical. Should nodes be included in the DAG?

stylized

logical. Should DAG nodes be stylized? If so, use geom_dag_nodes and if not use geom_dag_point

text

logical. Should text be included in the DAG?

use_labels

a string. Variable to use for geom_dag_repel_label(). Default is NULL.

Value

a DAG of class dagitty or a ggplot

Examples

# NOT RUN {
m_bias() %>% ggdag_adjust("m")
ggdag_confounder_triangle()

# }