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Spatial Analysis Using Big Data: Methods and Urban Applications (Spatial Econometrics and Spatial Statistics)

Academic Press
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9780128131275
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ISBN13:
9780128131275
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Spatial Analysis using Big Data: Econometrical Methods and Applications helps readers understand the most powerful, state-of-the-art spatial econometric methods, focusing particularly on urban research problems. The methods represent a cluster of potentially transformational socio-economic modeling tools that allow researchers to capture real-time and high-resolution information to potentially reveal new socioeconomic dynamics within urban populations. Each method, written by leading exponents of the discipline, uses real-time urban big data to solve research problems in spatial science. Urban applications of these methods are provided in unsurpassed depth, with chapters on surface temperature mapping, view value analysis, community clustering and spatial-social networks, among many others. Reviews some of the most powerful and challenging modern methods to study big data problems in spatial science Provides computer codes written in R, MATLAB and Python to help implement methods Applies these methods to common problems observed in urban and regional economics
  • | Author: Yoshiki Yamagata, Hajime Seya
  • | Publisher: Academic Press
  • | Publication Date: Nov 02, 2019
  • | Number of Pages: 302 pages
  • | Language: English
  • | Binding: Paperback
  • | ISBN-10: 0128131276
  • | ISBN-13: 9780128131275
Author:
Yoshiki Yamagata, Hajime Seya
Publisher:
Academic Press
Publication Date:
Nov 02, 2019
Number of pages:
302 pages
Language:
English
Binding:
Paperback
ISBN-10:
0128131276
ISBN-13:
9780128131275