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Bayesian Hierarchical Model for Measuring Cost-Efficiency in Off-Grid Communities in Ghana

Domain:

environment and energy

Record type:

paper
Creator:
Asare, KofiAfr
Publisher:
Zenodo
Host:avatar

The study examines off-grid communities in Ghana, focusing on their energy systems' cost-effectiveness. Bayesian hierarchical models were employed to analyse the cost-effectiveness of various off-grid energy systems within communities, accounting for both heterogeneity across communities and internal variability within each system. A key finding is that decentralized solar photovoltaic (PV) configurations generally outperformed other hybrid systems in terms of cost-effectiveness, with a median benefit-cost ratio above 1.5. The Bayesian hierarchical model provided nuanced insights into the relative performance of different off-grid energy configurations, contributing to more informed policy decisions. Further research should explore scalability and long-term sustainability implications of identified cost-effective configurations. Bayesian Hierarchical Model, Off-Grid Communities, Cost-Efficiency, Energy Systems, Ghana The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.

Visit

doi.org

Tags

GeographicSub-SaharanHierarchicalBayesianEconometricsSustainabilityDevelopment

Licenses

info:eu-repo/semantics/openAccessCreative Commons Attribution 4.0 Internationalhttps://creativecommons.org/licenses/by/4.0/legalcode

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