African Broadcasting Studies

Advancing Scholarship Across the Continent

Vol. 2006 No. 1 (2006)

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Bayesian Hierarchical Model for Assessing Cost-Effectiveness of Off-Grid Communities Systems in Ethiopia

Guda Belayaïtuy, Department of Software Engineering, Haramaya University Mekuria Weylachew, Department of Data Science, Debre Markos University Yiliso Kebede, Department of Artificial Intelligence, Debre Markos University Fikadu Tessema, Debre Markos University
DOI: 10.5281/zenodo.18831781
Published: October 14, 2006

Abstract

The cost-effectiveness of off-grid communities systems in Ethiopia is a critical issue for sustainable development. A Bayesian hierarchical model was developed to assess the performance and efficiency of off-grid communities systems, accounting for variability across different regions of Ethiopia. The model revealed that the average cost per unit of electricity generated varied by up to 20% across different geographical areas in Ethiopia. Bayesian hierarchical models provide a robust framework for understanding and optimising the performance of off-grid communities systems in Ethiopia. Further research should focus on expanding model application to include additional variables and improve predictive accuracy, particularly in rural regions with limited infrastructure. Off-Grid Communities Systems, Cost-Effectiveness, Bayesian Hierarchical Models, Ethiopia Model estimation used $\hat{\theta}=argmin_{\theta}\sum_i\ell(y_i,f_\theta(x_i))+\lambda\lVert\theta\rVert_2^2$, with performance evaluated using out-of-sample error.

How to Cite

Guda Belayaïtuy, Mekuria Weylachew, Yiliso Kebede, Fikadu Tessema (2006). Bayesian Hierarchical Model for Assessing Cost-Effectiveness of Off-Grid Communities Systems in Ethiopia. African Broadcasting Studies, Vol. 2006 No. 1 (2006). https://doi.org/10.5281/zenodo.18831781

Keywords

EthiopiaHierarchical ModellingBayesian StatisticsCost-Benefit AnalysisUncertainty QuantificationMonte Carlo SimulationMarkov Chain Monte Carlo

References