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Spatial and Spatio-Temporal Data Analysis by Jean-Claude Dube

Spatial and Spatio-Temporal Data Analysis

by Jean-Claude Dube
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Book cover type: Hardcover
  • ISBN13: 9781848214682
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: John Wiley & Sons
  • Publisher Imprint: John Wiley & Sons
  • Publication Date:
  • Pages: 242
  • Original Price: GBP 138.95
  • Language: English
  • Edition: N/A
  • Item Weight: 499 grams
  • BISAC Subject(s): Programming / Algorithms, Data Science / General, and Probability & Statistics / General

This book provides an introduction to spatial analyses concerning disaggregated (or micro) spatial data.

Particular emphasis is put on spatial data compilation and the structuring of the connections between the observations. Descriptive analysis methods of spatial data are presented in order to identify and measure the spatial, global and local dependency.

The authors then focus on autoregressive spatial models, to control the problem of spatial dependency between the residues of a basic linear statistical model, thereby contravening one of the basic hypotheses of the ordinary least squares approach.

This book is a popularized reference for students looking to work with spatialized data, but who do not have the advanced statistical theoretical basics.

Jean DUBÉ is Professor in regional development at Laval University, Canada.

Diègo LEGROS is a lecturer in economics and management at the University of Burgundy, France.

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