approxInference: Importance Sampling (IS) in Bayesian Networks

In cbg-ethz/SubGroupSeparation: Inference in Bayesian Networks

Importance Sampling (IS) in Bayesian Networks

Description

Outputs the normalizing constant given some evidence of a Bayesian network

Usage

approxInference(
  BayesNet,
  obs,
  s_method = "SGS",
  N_samples = 100,
  relevantSubNet = FALSE,
  plot = TRUE,
  returnList = FALSE
)

Arguments

BayesNet	Bayesian network
obs	List containing the evidence nodes and associated values
s_method	Inference method
N_samples	Number of samples
relevantSubNet	Whether to consider the relevant subnet
plot	If TRUE, plot results
returnList	If TRUE, return detailed list of intermediate results

Value

Normalizing constant and vector of intermediate results

cbg-ethz/SubGroupSeparation documentation built on Feb. 11, 2023, 8:29 p.m.