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000932804 019__ $$a1155876372$$a1156616528$$a1156795945$$a1157262009$$a1157569844$$a1158387399
000932804 020__ $$a9789811540837$$q(electronic book)
000932804 020__ $$a9811540837$$q(electronic book)
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000932804 0247_ $$a10.1007/978-981-15-4
000932804 0247_ $$a10.1007/978-981-15-4083-7$$2doi
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000932804 049__ $$aISEA
000932804 050_4 $$aHC435.3
000932804 08204 $$a338.954$$223
000932804 1001_ $$aMishra, Mukunda.
000932804 24510 $$aContouring human development :$$bmethods and applications using an Indian District as case study /$$cMukunda Mishra, Soumendu Chatterjee.
000932804 260__ $$aSingapore :$$bSpringer,$$c2020.
000932804 300__ $$a1 online resource (387 pages)
000932804 336__ $$atext$$btxt$$2rdacontent
000932804 337__ $$acomputer$$bc$$2rdamedia
000932804 338__ $$aonline resource$$bcr$$2rdacarrier
000932804 347__ $$atext file$$bPDF$$2rda
000932804 504__ $$aIncludes bibliographical references.
000932804 506__ $$aAccess limited to authorized users.
000932804 520__ $$aThis 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 respective fi eld of spatial investigations.
000932804 588__ $$aDescription based on print version record.
000932804 650_0 $$aEconomic development$$zIndia$$vCase studies.
000932804 7001_ $$aChatterjee, Soumendu.
000932804 77608 $$iPrint version:$$aMishra, Mukunda$$tContouring Human Development : Methods and Applications Using an Indian District As Case Study$$dSingapore : Springer,c2020$$z9789811540820
000932804 852__ $$bebk
000932804 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-981-15-4083-7$$zOnline Access$$91397441.1
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000932804 980__ $$aEBOOK
000932804 980__ $$aBIB
000932804 982__ $$aEbook
000932804 983__ $$aOnline
000932804 994__ $$a92$$bISE