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Author

L. K. Debusho

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Open access Sep 2026

Inclusion of historical control data in the analysis of a current trial for zero-inflated count models

Historical control information can be used to improve the efficiency and precision of treatment-effect estimation in a current trial. However, this benefit depends on the similarity between historical and current controls as well as the methods used to borrow information from the historical data. This study extends the...

Akalu Banbeta Tereda, L. K. Debusho · 0 citations
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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