Vol. 2008 No. 1 (2008)

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Bayesian Hierarchical Model for Evaluating Regional Monitoring Networks in Tanzanian Agriculture,

Munishi Simiyu, Department of Crop Sciences, Sokoine University of Agriculture (SUA), Morogoro Kasukuwa Mwalimu, Department of Soil Science, Sokoine University of Agriculture (SUA), Morogoro
DOI: 10.5281/zenodo.18868916
Published: September 12, 2008

Abstract

This study evaluates regional monitoring networks in Tanzanian agriculture by applying a Bayesian hierarchical model to assess their efficiency. A Bayesian hierarchical model will be employed to analyse data from multiple regions within Tanzania. This approach accounts for both regional and local variations in monitoring effectiveness. Regional monitoring networks show a median efficiency gain of 15% with an uncertainty interval ranging between 8% and 24%, indicating significant variability across regions. The Bayesian hierarchical model provides robust insights into the performance of Tanzanian agricultural monitoring networks, highlighting key areas for enhancement. Future research should focus on implementing targeted interventions in regions with lower efficiency gains to maximise overall system effectiveness. The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.

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How to Cite

Munishi Simiyu, Kasukuwa Mwalimu (2008). Bayesian Hierarchical Model for Evaluating Regional Monitoring Networks in Tanzanian Agriculture,. African Livestock Production (Science focus - Agri/Animal Science), Vol. 2008 No. 1 (2008). https://doi.org/10.5281/zenodo.18868916

Keywords

African Geographic Data AnalysisBayesian Hierarchical ModelsMethodological EvaluationRegional Monitoring NetworksStatistical InferenceSpatial StatisticsSystematic Reviews

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Vol. 2008 No. 1 (2008)
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African Livestock Production (Science focus - Agri/Animal Science)

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