View source: R/4-model-selection.R
stages_hc | R Documentation |
Greedy search of staged event trees with iterative moving of nodes between stages.
stages_hc( object, score = function(x) { return(-BIC(x)) }, max_iter = Inf, scope = NULL, ignore = object$name_unobserved, trace = 0 )
object |
an object of class |
score |
the score function to be maximized. |
max_iter |
the maximum number of iterations per variable. |
scope |
names of variables that should be considered for the optimization |
ignore |
vector of stages which will be ignored and left untouched,
by default the name of the unobserved stages stored in
|
trace |
if >0 increasingly amount of info
is printed (via |
For each variable node-moves that best increases the score are performed until no increase is possible. A node-move is either changing the stage associate to a node or move the node to a new stage.
The ignore
argument can be used to specify stages that should not
be affected during the search, that is left untouched.
This is useful for preserving structural zeroes and to speed-up
computations.
The final staged event tree obtained.
start <- indep(PhDArticles[,1:5], join_unobserved = TRUE) model <- stages_hc(start)
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