Spatial and Spatio-temporal Data Analysis
✍ Scribed by Jean Dubé, Di?go Legros
- Publisher
- Wiley-ISTE
- Year
- 2014
- Tongue
- English
- Leaves
- 252
- Series
- ISTE
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
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.
✦ Subjects
Финансово-экономические дисциплины;Эконометрика;
📜 SIMILAR VOLUMES
<p><p>This book highlights some of the unique aspects of spatio-temporal graph data from the perspectives of modeling and developing scalable algorithms. The authors discuss in the first part of this book, the semantic aspects of spatio-temporal graph data in two application domains, viz., urban tra
This book highlights some of the unique aspects of spatio-temporal graph data from the perspectives of modeling and developing scalable algorithms. The authors discuss in the first part of this book, the semantic aspects of spatio-temporal graph data in two application domains, viz., urban transport
<p>This SpringerBrief presents the fundamental concepts of a specialized class of data stream, spatio-temporal data streams, and demonstrates their distributed processing using Big Data frameworks and platforms. It explores a consistent framework which facilitates a thorough understanding of all dif
<P>Written by a prominent statistician and author, the first edition of this bestseller broke new ground in the then emerging subject of spatial statistics with its coverage of spatial point patterns. Retaining all the material from the second edition and adding substantial new material, <STRONG>Sta
<b>A state-of-the-art presentation of spatio-temporal processes,</b> <b>bridging classic ideas with modern hierarchical statistical</b> <b>modeling concepts and the latest computational methods</b><p>This book has been honored with the <b>2011 PROSE Award in the Mathematics</b> category by the Ameri