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In this chapter, we discuss information criteria (Akaike Information Criterion—AIC, Bayesian Information Criterion—BIC) and the Bayesian marginal likelihood, which play central roles in structure learning for graphical models.

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Information Criteria and Marginal Likelihood

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  • 发表日期：

    2026年

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  • Joe Suzuki

摘要

In this chapter, we discuss information criteria (Akaike Information Criterion—AIC, Bayesian Information Criterion—BIC) and the Bayesian marginal likelihood, which play central roles in structure learning for graphical models.