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商品詳細
Predicting Inequality of Opportunity and Poverty in India Using Machine Learning.
・ISBN 978-981-9625-46-8 paper EUR 39.99
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| 著者・編者 | Mehta, Balwant Singh / Srivastava, Ravi / Dhote, Siddharth, |
|---|---|
| シリーズ | (India Studies in Business and Economics) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2026 |
| ページ数 | 169 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-93250＞ |
解説
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.