Inferring Causal Effects on Collective Outcomes under Interference


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Documentation for package ‘netchain’ version 0.2.0

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causal.influence Identifying causally influential units on social network
chain.causal.multi Causal estimation on collective outcomes under multiple confounders and interference.
chaingibbs Generate Gibbs samplers for counterfactual collective outcomes.
multiloglikechain Derive log-likelihood of conditional log-linear model given parameters.
multimainfunction Extracting factors for conditional log-linear model
multipartition Calculating normalizing constant in conditional log-linear model.
netchain netchain: causal inference on collective outcomes
simGibbs Generate binary (*Y*, *A*, *C*) from chain graph model under simplest scenario.