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Author

B. E. Yirdaw

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Open access Sep 2026

Advancing multilevel Bayesian networks with efficient Bayesian inference

This article proposes an innovative framework, INLA-MBN, that integrates multilevel BNs (MBNs) with the integrated nested Laplace approximation (INLA), thereby facilitating efficient structure and parameter learning in both longitudinal and cross-sectional multilevel data contexts.

B. E. Yirdaw, L. K. Debusho, J. van Niekerk et al. · 0 citations

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