Corrected score methods for estimating Bayesian networks with error-prone nodes.
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DOI: 10.1002/sim.8925
Abstract: Motivated by inferring cellular signaling networks using noisy flow cytometry data, we develop procedures to draw inference for Bayesian networks based on error-prone data. Two methods for inferring causal relationships between nodes in a network… read more here.
Keywords: bayesian networks; corrected score; methods estimating; error prone ... See more keywords