Introduces Generalized N Factor Model and LGES algorithm that identifies true causal structure including latents up to Markov equivalence class via score-based greedy search.
Data is standardized to have zero mean and unit variance
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Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models
Introduces Generalized N Factor Model and LGES algorithm that identifies true causal structure including latents up to Markov equivalence class via score-based greedy search.