initialize,DAG.network-method | R Documentation |
creation of a DAG.network
## S4 method for signature 'DAG.network'
initialize(.Object, network, sdn = 0.5,
sigma = function(x) return(rnorm(n = 1, sd = sdn)), H = function(x)
return(H_Rn(1)), additive = TRUE, weights = c(0.8, 2))
.Object |
: DAG.network object |
network |
: object of class "igraph" ##' @param sdn : standard deviation of aditive noise. |
sigma |
: function returning the additive noise |
H |
: function describing the type of the dependency. |
additive |
: if TRUE the output is the sum of the H transformation of the inputs, otherwise it is the H transformation of the sum of the inputs. |
weights |
: [lower,upper], lower and upper bound of the values of the linear weights |
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