Predicting Inequality of Opportunity and Poverty in India Using Machine Learning

by Balwant Singh Mehta, Ravi Srivastava, Siddharth Dhote

Introduction -- Concept and Measurement of IOp -- Decomposition of Inequality of Opportunity -- Predicting Poverty with Machine Learning and Geospatial Data -- Inequality of Opportunity in Education -- Inequality of Opportunity in Health Care Services -- Conclusion and Way Forward.

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Year of publication:	2025
Authors:	Mehta, Balwant Singh ; Srivastava, Ravi ; Dhote, Siddharth
Publisher:	2025.: Singapore : Springer Nature Singapore 2025.: Singapore : Imprint: Springer
Subject:	Inequality of Opportunity in India \| Poverty Analysis \| Machine Learning Techniques \| Socio-Economic Disparities \| Regional Inequality \| Human Well-Being \| Income Disparity \| Health Equity \| Educational Inequality \| Data-Driven Research \| Sustainable Development \| Geo-Spatial Data \| Indien \| India \| Armut \| Poverty \| Künstliche Intelligenz \| Artificial intelligence \| Soziale Ungleichheit \| Social inequality \| Einkommensverteilung \| Income distribution \| Gesundheit \| Health \| Bildungschancen \| Equality of opportunity in education \| Räumliche Verteilung \| Spatial distribution \| Regionale Einkommensverteilung \| Regional income distribution \| Sozialer Indikator \| Social indicator \| Gesundheitsversorgung \| Health care \| Bildungsniveau \| Educational achievement

Extent:	1 Online-Ressource (XXI, 169 p. 42 illus., 37 illus. in color.)
Series:	India Studies in Business and Economics
Type of publication:	Book / Working Paper
Language:	English
Notes:	Open Access
ISBN:	978-981-96-2544-4 ; 978-981-96-2543-7 ; 978-981-96-2545-1 ; 978-981-96-2546-8
Other identifiers:	10.1007/978-981-96-2544-4 [DOI]
Source:	ECONIS - Online Catalogue of the ZBW

Persistent link: https://www.econbiz.de/10015394200