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Predicting Inequality of Opportunity and Poverty in India Using Machine Learning
Engelsk
Bogcover for Predicting Inequality of Opportunity and Poverty in India Using Machine Learning af Ravi Srivastava, Siddharth Dhote, Balwant Singh Mehta, 9789819625437
Specifikationer
Sprog:
Engelsk
Sider:
169
ISBN-13:
9789819625437
Indbinding:
Hardback
ISBN-10:
9819625432
Udg. Dato:
23 apr 2025
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
23 apr 2025

Predicting Inequality of Opportunity and Poverty in India Using Machine Learning

Engelsk
Hardback 2025
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
169
ISBN-13:
9789819625437
Indbinding:
Hardback
ISBN-10:
9819625432
Udg. Dato:
23 apr 2025
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
23 apr 2025
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