Del i serien India Studies in Business and Economics
Predicting Inequality of Opportunity and Poverty in India Using Machine Learning
Häftad, Engelska, 2026
599 kr
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This open-access book combines traditional economic methods with newer machine learning techniques such as regression trees and random forests to analyse data and provide an in-depth analysis of inequality of opportunity and poverty in India. Using data from national surveys and unique sources like night-time satellite images and location data of points of interest, it explores different aspects of inequality and poverty. The book adopts a unique interdisciplinary approach, blending theories and methods from sociology, economics, geography, anthropology, and computer science to explore three key aspects of human well-being: income, health, and education, focusing on regional disparities. It aims to offer practical insights for policymakers and researchers who want to address social and economic inequalities in India.
Produktinformation
- Utgivningsdatum2026-04-24
- Mått155 x 235 x 11 mm
- Vikt300 g
- FormatHäftad
- SpråkEngelska
- SerieIndia Studies in Business and Economics
- Antal sidor169
- FörlagSpringer Nature Switzerland AG
- ISBN9789819625468
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