Spatial Regression Analysis Using Eigenvector Spatial Filtering

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  • Publisher : Academic Press
  • Release : 14 September 2019
  • ISBN : 9780128156926
  • Page : 286 pages
  • Rating : 4.5/5 from 103 voters

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Spatial Regression Analysis Using Eigenvector Spatial Filtering provides theoretical foundations and guides practical implementation of the Moran eigenvector spatial filtering (MESF) technique. MESF is a novel and powerful spatial statistical methodology that allows spatial scientists to account for spatial autocorrelation in their georeferenced data analyses. Its appeal is in its simplicity, yet its implementation drawbacks include serious complexities associated with constructing an eigenvector spatial filter. This book discusses MESF specifications for various intermediate-level topics, including spatially varying coefficients models, (non) linear mixed models, local spatial autocorrelation, space-time models, and spatial interaction models. Spatial Regression Analysis Using Eigenvector Spatial Filtering is accompanied by sample R codes and a Windows application with illustrative datasets so that readers can replicate the examples in the book and apply the methodology to their own application projects. It also includes a Foreword by Pierre Legendre. Reviews the uses of ESF across linear regression, generalized linear regression, spatial autocorrelation measurement, and spatially varying coefficient models Includes computer code and template datasets for further modeling Provides comprehensive coverage of related concepts in spatial data analysis and spatial statistics

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Spatial Regression Analysis Using Eigenvector Spatial Filtering

Spatial Regression Analysis Using Eigenvector Spatial Filtering
  • Author : Daniel Griffith,Yongwan Chun,Bin Li
  • Publisher : Academic Press
  • Release Date : 2019-09-14
  • ISBN : 9780128156926
GET THIS BOOKSpatial Regression Analysis Using Eigenvector Spatial Filtering

Spatial Regression Analysis Using Eigenvector Spatial Filtering provides theoretical foundations and guides practical implementation of the Moran eigenvector spatial filtering (MESF) technique. MESF is a novel and powerful spatial statistical methodology that allows spatial scientists to account for spatial autocorrelation in their georeferenced data analyses. Its appeal is in its simplicity, yet its implementation drawbacks include serious complexities associated with constructing an eigenvector spatial filter. This book discusses MESF specifications for various intermediate-level topics, including spatially varying coefficients models, (non)

Spatial Autocorrelation and Spatial Filtering

Spatial Autocorrelation and Spatial Filtering
  • Author : Daniel A. Griffith
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-03-19
  • ISBN : 9783540248064
GET THIS BOOKSpatial Autocorrelation and Spatial Filtering

Scientific visualization may be defined as the transformation of numerical scientific data into informative graphical displays. The text introduces a nonverbal model to subdisciplines that until now has mostly employed mathematical or verbal-conceptual models. The focus is on how scientific visualization can help revolutionize the manner in which the tendencies for (dis)similar numerical values to cluster together in location on a map are explored and analyzed. In doing so, the concept known as spatial autocorrelation - which characterizes these

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Spatial Analysis Using Big Data
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  • Publisher : Academic Press
  • Release Date : 2019-11-03
  • ISBN : 9780128131329
GET THIS BOOKSpatial Analysis Using Big Data

Spatial Analysis Using Big Data: Methods and Urban 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

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  • Publisher : SAGE
  • Release Date : 2013-01-11
  • ISBN : 9781446272114
GET THIS BOOKSpatial Statistics and Geostatistics

"Ideal for anyone who wishes to gain a practical understanding of spatial statistics and geostatistics. Difficult concepts are well explained and supported by excellent examples in R code, allowing readers to see how each of the methods is implemented in practice" - Professor Tao Cheng, University College London Focusing specifically on spatial statistics and including components for ArcGIS, R, SAS and WinBUGS, this book illustrates the use of basic spatial statistics and geostatistics, as well as the spatial filtering techniques

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  • Publisher : Springer Science & Business Media
  • Release Date : 2011-08-05
  • ISBN : 3642217206
GET THIS BOOKSpatial Data Analysis

The availability of spatial databases and widespread use of geographic information systems has stimulated increasing interest in the analysis and modelling of spatial data. Spatial data analysis focuses on detecting patterns, and on exploring and modelling relationships between them in order to understand the processes responsible for their emergence. In this way, the role of space is emphasised , and our understanding of the working and representation of space, spatial patterns, and processes is enhanced. In applied research, the recognition of

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  • Publisher : Springer Science & Business Media
  • Release Date : 2007-12-12
  • ISBN : 9780387308586
GET THIS BOOKEncyclopedia of GIS

The Encyclopedia of GIS provides a comprehensive and authoritative guide, contributed by experts and peer-reviewed for accuracy, and alphabetically arranged for convenient access. The entries explain key software and processes used by geographers and computational scientists. Major overviews are provided for nearly 200 topics: Geoinformatics, Spatial Cognition, and Location-Based Services and more. Shorter entries define specific terms and concepts. The reference will be published as a print volume with abundant black and white art, and simultaneously as an XML online reference

Spatial Analysis

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  • Publisher : Cambridge University Press
  • Release Date : 2014-09-11
  • ISBN : 9780521143509
GET THIS BOOKSpatial Analysis

An essential guide for graduates, researchers and professionals to spatial analysis and the fast-growing range of methods available.

Handbook of Applied Spatial Analysis

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  • Author : Manfred M. Fischer,Arthur Getis
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-12-24
  • ISBN : 9783642036477
GET THIS BOOKHandbook of Applied Spatial Analysis

The Handbook is written for academics, researchers, practitioners and advanced graduate students. It has been designed to be read by those new or starting out in the field of spatial analysis as well as by those who are already familiar with the field. The chapters have been written in such a way that readers who are new to the field will gain important overview and insight. At the same time, those readers who are already practitioners in the field will

Spatial Statistics and Geostatistics

Spatial Statistics and Geostatistics
  • Author : Yongwan Chun,Daniel A Griffith
  • Publisher : SAGE
  • Release Date : 2013-01-11
  • ISBN : 9781446291627
GET THIS BOOKSpatial Statistics and Geostatistics

"Ideal for anyone who wishes to gain a practical understanding of spatial statistics and geostatistics. Difficult concepts are well explained and supported by excellent examples in R code, allowing readers to see how each of the methods is implemented in practice" - Professor Tao Cheng, University College London Focusing specifically on spatial statistics and including components for ArcGIS, R, SAS and WinBUGS, this book illustrates the use of basic spatial statistics and geostatistics, as well as the spatial filtering techniques

The International Encyclopedia of Geography

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GET THIS BOOKThe International Encyclopedia of Geography

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  • Author : Marina Silva-Opps
  • Publisher : BoD – Books on Demand
  • Release Date : 2013-04-24
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GET THIS BOOKCurrent Progress in Biological Research

Current Progress in Biological Research presents new insights into key topics from different areas of the biological sciences. Some of the topics covered in the book are antibiotic susceptibility, genomic rearrangement, historical biogeography, biogeographic patterns, endemism and the use of microorganisms for pest control. The book is an interesting collection of 16 original research articles written by respected experts in their fields. It is hoped that readers will be stimulated and challenged by the contents of this book.

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  • Publisher : Springer
  • Release Date : 2017-01-03
  • ISBN : 9783319227863
GET THIS BOOKAdvances in Geocomputation

This book contains refereed papers from the 13th International Conference on GeoComputation held at the University of Texas, Dallas, May 20-23, 2015. Since 1996, the members of the GeoComputation (the art and science of solving complex spatial problems with computers) community have joined together to develop a series of conferences in the United Kingdom, New Zealand, Australia, Ireland and the United States of America. The conference encourages diverse topics related to novel methodologies and technologies to enrich the future development of GeoComputation

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  • Author : Francis Harvey,Yee Leung
  • Publisher : Springer
  • Release Date : 2015-06-29
  • ISBN : 9783319199504
GET THIS BOOKAdvances in Spatial Data Handling and Analysis

This book contains a selection of papers from the 16th International Symposium on Spatial Data Handling (SDH), the premier long-running forum in geographical information science. This collection offers readers exemplary contributions to geospatial scholarship and practice from the conference's 30th anniversary.

Spatial Econometrics

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  • Author : Giuseppe Arbia,Badi H. Baltagi
  • Publisher : Springer Science & Business Media
  • Release Date : 2008-11-14
  • ISBN : 9783790820706
GET THIS BOOKSpatial Econometrics

Spatial Econometrics is a rapidly evolving field born from the joint efforts of economists, statisticians, econometricians and regional scientists. The book provides the reader with a broad view of the topic by including both methodological and application papers. Indeed the application papers relate to a number of diverse scientific fields ranging from hedonic models of house pricing to demography, from health care to regional economics, from the analysis of R&D spillovers to the study of retail market spatial characteristics.

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GET THIS BOOKEncyclopedia of Geographic Information Science

The Encyclopedia of Geographic Information Science covers the essence of this exciting, new, and expanding field in an easily understood but richly detailed style. In addition to contributions from some of the best recognized scholars in GIScience, this volume contains contributions from experts in GIS’ supporting disciplines who explore how their disciplinary perspectives are expanded within the context of GIScience—what changes when consideration of location is added, what complexities in analytical procedures are added when we consider objects in 2, 3