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- Spatial Regression Analysis Using Eigenvector Spatial Filtering
- Author : Daniel Griffith
- Publsiher : Academic Press
- Release : 14 September 2019
- ISBN : 0128156929
- Pages : 286 pages
- Rating : 4/5 from 21 reviews
GET THIS BOOKSpatial Regression Analysis Using Eigenvector Spatial Filtering
Read or download book entitled Spatial Regression Analysis Using Eigenvector Spatial Filtering written by Daniel Griffith which was release on 14 September 2019, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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
- Author : Daniel Griffith,Yongwan Chun,Bin Li
- Publisher : Academic Press
- Release Date : 2019-09-14
- Total pages : 286
- ISBN : 0128156929
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Summary : 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 ...
- Author : Daniel A. Griffith,Professor of Geography Daniel A Griffith, Ph.D.
- Publisher : Springer Science & Business Media
- Release Date : 2003-07-10
- Total pages : 247
- ISBN : 0128156929
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Summary : 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 ...
- Author : Yongwan Chun,Daniel A Griffith
- Publisher : SAGE
- Release Date : 2013-01-30
- Total pages : 200
- ISBN : 0128156929
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Summary : Its focus is on spatial statistics as a distinct form of statistical analysis and it includes computer components for ArcGIS, R, SAS, and WinBUGS. The teaching and learning objective of the text is to illustrate the use of basic spatial statistics, geostatistics and the spatial filtering techniques used in all ...
- Author : Yoshiki Yamagata,Hajime Seya
- Publisher : Academic Press
- Release Date : 2019-11-03
- Total pages : 302
- ISBN : 0128156929
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Summary : 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 ...
- Author : Mark R. T. Dale,Marie-Josée Fortin
- Publisher : Cambridge University Press
- Release Date : 2014-09-11
- Total pages : 450
- ISBN : 0128156929
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Summary : An essential guide for graduates, researchers and professionals to spatial analysis and the fast-growing range of methods available....
- Author : Yongwan Chun,Daniel A Griffith
- Publisher : SAGE
- Release Date : 2013-01-11
- Total pages : 200
- ISBN : 0128156929
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Summary : "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 ...
- Author : Douglas Richardson,Noel Castree,Michael F. Goodchild,Audrey Kobayashi,Weidong Liu,Richard A. Marston
- Publisher : John Wiley & Sons
- Release Date : 2017
- Total pages : 8217
- ISBN : 0128156929
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Summary : Download or read online The International Encyclopedia of Geography written by Douglas Richardson,Noel Castree,Michael F. Goodchild,Audrey Kobayashi,Weidong Liu,Richard A. Marston, published by John Wiley & Sons which was released on 2017. Get The International Encyclopedia of Geography Books now! Available in PDF, ePub and Kindle....
- Author : Manfred M. Fischer,Arthur Getis
- Publisher : Springer Science & Business Media
- Release Date : 2009-12-24
- Total pages : 811
- ISBN : 0128156929
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Summary : 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 ...
- Author : Marina Silva-Opps
- Publisher : BoD – Books on Demand
- Release Date : 2013-04-24
- Total pages : 396
- ISBN : 0128156929
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Summary : 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 ...
- Author : Daniel A. Griffith,Yongwan Chun,Denis J. Dean
- Publisher : Springer
- Release Date : 2017-01-03
- Total pages : 447
- ISBN : 0128156929
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Summary : 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 ...
- Author : Daniel A. Griffith
- Publisher : Springer Science & Business Media
- Release Date : 2013-03-19
- Total pages : 250
- ISBN : 0128156929
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Summary : 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 ...
- Author : Francis Harvey,Yee Leung
- Publisher : Springer
- Release Date : 2015-06-29
- Total pages : 320
- ISBN : 0128156929
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Summary : 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....
- Author : Karen Kemp
- Publisher : SAGE
- Release Date : 2008
- Total pages : 558
- ISBN : 0128156929
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Summary : 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 ...
- Author : Dennis L. Murray,Brett K. Sandercock
- Publisher : John Wiley & Sons
- Release Date : 2019-12-20
- Total pages : 448
- ISBN : 0128156929
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Summary : A synthesis of contemporary analytical and modeling approaches in population ecology The book provides an overview of the key analytical approaches that are currently used in demographic, genetic, and spatial analyses in population ecology. The chapters present current problems, introduce advances in analytical methods and models, and demonstrate the applications ...
- Author : Daniel A. Griffith,Jean H. P. Paelinck
- Publisher : Springer
- Release Date : 2018-03-07
- Total pages : 258
- ISBN : 0128156929
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Summary : This book treats the notion of morphisms in spatial analysis, paralleling these concepts in spatial statistics (Part I) and spatial econometrics (Part II). The principal concept is morphism (e.g., isomorphisms, homomorphisms, and allomorphisms), which is defined as a structure preserving the functional linkage between mathematical properties or operations in ...
