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Bücher Englische Bücher Wissen & Bildung Sozialwissenschaft, Recht, Wirtschaft Wirtschaft Volkswirtschaft Contouring Human Development
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Contouring Human Development
Mukunda Mishra, Soumendu Chatterjee (Gebundene Ausgabe, Englisch)
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Beschreibung
This book acquaints readers with a range of techniques to help them effectively identify, record, map, analyze and report on patterns in various dimensions of human development (HD) with spatial scales down to the village level. It is impossible to capture HD at the local and global scale with only a single index, because differences in HD at the international scale are caused by ‘general’… factors, whereas local-scale differences are influenced by ‘specific’ factors. This book offers a variety of methods for scientifically mapping HD at any spatial scale. It covers how to rationally select variables; how to test the models; how to validate the results, and how to analyze them. For this purpose, it employs a case study on an Indian district. The socio-economic factors regulating the patterns of HD are now more complex than they were only a few decades ago, making it essential to incorporate newer models in order to successfully ‘replicate’ the real-world situation. Accordingly, the book offers essential methodological tools & techniques for mapping HD. It sheds new light on a handful of statistical multivariate analysis and machine learning algorithms that are rarely used in the social sciences when dealing with HD, yet have sound mathematical and statistical bases. These techniques can be successfully used for predictive analysis in the earth & natural sciences, decision sciences and management disciplines, and are equally effective in terms of capturing, predicting and projecting the composite HD ‘landscape.’ This book will especially benefit two groups of readers: firstly, HD practitioners who want to find out ‘why some areas are doing better than others’ by exploring the complex interactions of spatially linked variables with different HD parameters. And secondly, practitioners in other branches of the social sciences who are not concerned with HD but are looking for ‘hands-on training’ with techniques they can apply in their respectivefield of spatial investigations. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
12.05.2020
Sprache
Englisch
EAN
9789811540820
Herausgeber
Springer Singapore
Sonderedition
Nein
Autor
Mukunda Mishra, Soumendu Chatterjee
Seitenanzahl
358
Auflage
1
Einbandart
Gebundene Ausgabe
Buch Untertitel
Methods and Applications Using an Indian District as Case Study
Schlagwörter
Welfare and Wellbeing, Spatial Inequality, Multi-criteria Mapping, Analytical Hierarchy Process (AHP), Fuzzy Logic, Binary Logistic Regression (BLR), Principal Component Analysis (PCA), Classification and Regression Tree (CART), Multivariate Adaptive Regression Splines (MARS), Partial Least Square (PLS) Path Model
Thema-Inhalt
KCP - Wirtschaftspolitik, politische Ökonomie
GTM - Regionalstudien / Internationale Studien
RGCM - Wirtschaftsgeographie
KCM - Entwicklungsökonomie und Schwellenländer
JPS - Internationale Beziehungen
JMC - Entwicklungspsychologie
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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