Overview

Quantitative Methods and Applications in GIS integrates GIS, spatial analysis, and quantitative methods to address various issues in socioeconomic studies and public policy. Methods range from basic regression analysis to advanced topics such as linear programming and system of equations. Applications vary from typical themes in urban and regional analysis - trade area analysis, accessibility measures, analysis of regional growth patterns, land use simulation - to issues related to crime and health analyses.This book covers common tasks such as distance and travel time estimation, spatial smoothing and interpolation, and accessibility measures. It also covers the major issues that are encountered in spatial analysis including modifiable areal unit problems, rate estimate of rare events in small populations, and spatial autocorrelation. Each chapter has one subject theme, introduces the method (or a group of related methods) most relevant to the theme, and then uses case studies to implement the method in a GIS environment.

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9786610653249

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This splendid booksets out to show how relevant applications at the level of cities and regions must be fashioned using the methods of quantitative geography which are currently best expressed in GIS and GI science. What is nice about [the author's] approach is that he grounds all the methods that he introduces in practical applications that are supported by the data files used in the examples, presented in such a way that readers at both the beginning and more advanced levels can design and explore their own simulations. Michael Batty, Centre for Advanced Spatial Analysis, University College, London

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