Methodological Foundations for Evaluating Regional Monitoring Networks in Ethiopia Using Difference-in-Differences Approach

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Auteurs principaux: Desta, Mekonnen, Abebe, Fekade
Format: Recurso digital
Langue:anglais
Publié: Zenodo 2013
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author Desta, Mekonnen
Abebe, Fekade
author_facet Desta, Mekonnen
Abebe, Fekade
contents <p>Regional monitoring networks in Ethiopia are crucial for environmental management but face challenges in data quality and consistency. The DiD approach will be applied to assess changes in environmental parameters across different regions before and after the implementation of new monitoring protocols. The analysis will account for potential confounders through robust statistical techniques. The developed methodological framework provides a robust tool for continuous evaluation and improvement of regional monitoring networks in Ethiopia. Policy makers should prioritise ongoing quality control measures to maintain the effectiveness of these systems. 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.</p>
format Recurso digital
id zenodo_https___doi_org_10_5281_zenodo_18992961
institution Zenodo
language eng
publishDate 2013
publisher Zenodo
record_format zenodo
spellingShingle Methodological Foundations for Evaluating Regional Monitoring Networks in Ethiopia Using Difference-in-Differences Approach
Desta, Mekonnen
Abebe, Fekade
Ethiopia
Geographic Information Systems (GIS)
Spatial Analysis
Regional Monitoring Networks
DiD Model
Methodological Evaluation
Data Quality Assurance
<p>Regional monitoring networks in Ethiopia are crucial for environmental management but face challenges in data quality and consistency. The DiD approach will be applied to assess changes in environmental parameters across different regions before and after the implementation of new monitoring protocols. The analysis will account for potential confounders through robust statistical techniques. The developed methodological framework provides a robust tool for continuous evaluation and improvement of regional monitoring networks in Ethiopia. Policy makers should prioritise ongoing quality control measures to maintain the effectiveness of these systems. 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.</p>
title Methodological Foundations for Evaluating Regional Monitoring Networks in Ethiopia Using Difference-in-Differences Approach
topic Ethiopia
Geographic Information Systems (GIS)
Spatial Analysis
Regional Monitoring Networks
DiD Model
Methodological Evaluation
Data Quality Assurance
url https://doi.org/10.5281/zenodo.18992961