Mapping the Spatial Distribution of Poverty in Maldives - Couverture souple

Asian Development Bank

 
9789292775674: Mapping the Spatial Distribution of Poverty in Maldives
Couverture souple
ISBN 10 : 9292775677 ISBN 13 : 9789292775674
Editeur : Asian Development Bank, 2025

Synopsis

This report analyzes the potential benefits and challenges of machine learning and small area estimation (SAE) to monitor poverty and help tackle inequality in Maldives. It explains how SAE can generate granular poverty estimates using household survey and census data, and how machine learning including convolutional neural networks were developed using a model trained on Indonesian data. The report highlights inconsistencies and challenges such as limited sample sizes and shows how developing localized models and synchronizing data collection could help Maldives improve its poverty mapping to drive equitable and targeted interventions.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Asian Development Bank
Date d'édition
2025
Langue
anglais
ISBN 10 
9292775677
ISBN 13 
9789292775674
Reliure
Broché
Nombre de pages
68
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Allemagne