define_model_set | R Documentation |
This is a convenience function to quickly and clearly define a set of causal
models. Supply a list of formulas for each model, using either c()
. Formulas
should be of the form child ~ parent
and describe each path in your model.
Multiple children of a single parent can be combined into a single formula:
child ~ parent1 + parent2
.
define_model_set(..., .common = NULL)
... |
Named arguments, which each are a lists of formulas defining the paths of a causal model. |
.common |
A list of formulas that contain causal paths that are common to each model. |
This function uses ggm::DAG()
.
A list of models, each of class matrix
and DAG
.
(m <- define_model_set(
A = c(a~b, b~c),
B = c(b~a, c~b),
.common = c(d~a)))
plot_model_set(m)
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