Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm 论文

2007Journal of Machine Learning Research引用 336
DOI
Bayesian Methods and Mixture ModelsGraph theory and applicationsBayesian Modeling and Causal Inference
Bayesian Methods and Mixture ModelsBayesian Modeling and Causal InferenceGraph theory and applications
相关技术:Bayesian Methods and Mixture ModelsBayesian Modeling and Causal Inference
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发表期刊/会议
Journal of Machine Learning Research
发表日期
2007-05-01
发表年份
2007

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Bayesian Methods and Mixture ModelsGraph theory and applicationsBayesian Modeling and Causal Inference
DOIOpenAlex

摘要

We consider the PC-algorithm (Spirtes et al., 2000) for estimating the skeleton and equivalence class of a very high-dimensional directed acyclic graph (DAG) with corresponding Gaussian distributio...

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Bayesian Methods and Mixture ModelsBayesian Modeling and Causal Inference

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