Spatial Regression Analysis Using Eigenvector Spatial Filtering

Written By Daniel Griffith
Spatial Regression Analysis Using Eigenvector Spatial Filtering
  • 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

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
  • Total pages : 286
  • ISBN : 0128156929
GET BOOK

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 ...

Spatial Autocorrelation and Spatial Filtering

Spatial Autocorrelation and Spatial Filtering
  • 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
GET BOOK

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 ...

Spatial Statistics and Geostatistics

Spatial Statistics and Geostatistics
  • Author : Yongwan Chun,Daniel A Griffith
  • Publisher : SAGE
  • Release Date : 2013-01-30
  • Total pages : 200
  • ISBN : 0128156929
GET BOOK

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 ...

Spatial Analysis Using Big Data

Spatial Analysis Using Big Data
  • Author : Yoshiki Yamagata,Hajime Seya
  • Publisher : Academic Press
  • Release Date : 2019-11-03
  • Total pages : 302
  • ISBN : 0128156929
GET BOOK

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 ...

Spatial Analysis

Spatial Analysis
  • Author : Mark R. T. Dale,Marie-Josée Fortin
  • Publisher : Cambridge University Press
  • Release Date : 2014-09-11
  • Total pages : 450
  • ISBN : 0128156929
GET BOOK

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

Spatial Statistics and Geostatistics

Spatial Statistics and Geostatistics
  • Author : Yongwan Chun,Daniel A Griffith
  • Publisher : SAGE
  • Release Date : 2013-01-11
  • Total pages : 200
  • ISBN : 0128156929
GET BOOK

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 ...

The International Encyclopedia of Geography

The International Encyclopedia of Geography
  • 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
GET BOOK

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....

Handbook of Applied Spatial Analysis

Handbook of Applied Spatial Analysis
  • Author : Manfred M. Fischer,Arthur Getis
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-12-24
  • Total pages : 811
  • ISBN : 0128156929
GET BOOK

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 ...

Current Progress in Biological Research

Current Progress in Biological Research
  • Author : Marina Silva-Opps
  • Publisher : BoD – Books on Demand
  • Release Date : 2013-04-24
  • Total pages : 396
  • ISBN : 0128156929
GET BOOK

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 ...

Advances in Geocomputation

Advances in Geocomputation
  • Author : Daniel A. Griffith,Yongwan Chun,Denis J. Dean
  • Publisher : Springer
  • Release Date : 2017-01-03
  • Total pages : 447
  • ISBN : 0128156929
GET BOOK

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 ...

Spatial Autocorrelation and Spatial Filtering

Spatial Autocorrelation and Spatial Filtering
  • Author : Daniel A. Griffith
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-03-19
  • Total pages : 250
  • ISBN : 0128156929
GET BOOK

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 ...

Advances in Spatial Data Handling and Analysis

Advances in Spatial Data Handling and Analysis
  • Author : Francis Harvey,Yee Leung
  • Publisher : Springer
  • Release Date : 2015-06-29
  • Total pages : 320
  • ISBN : 0128156929
GET BOOK

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....

Encyclopedia of Geographic Information Science

Encyclopedia of Geographic Information Science
  • Author : Karen Kemp
  • Publisher : SAGE
  • Release Date : 2008
  • Total pages : 558
  • ISBN : 0128156929
GET BOOK

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 ...

Population Ecology in Practice

Population Ecology in Practice
  • Author : Dennis L. Murray,Brett K. Sandercock
  • Publisher : John Wiley & Sons
  • Release Date : 2019-12-20
  • Total pages : 448
  • ISBN : 0128156929
GET BOOK

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 ...

Morphisms for Quantitative Spatial Analysis

Morphisms for Quantitative Spatial Analysis
  • Author : Daniel A. Griffith,Jean H. P. Paelinck
  • Publisher : Springer
  • Release Date : 2018-03-07
  • Total pages : 258
  • ISBN : 0128156929
GET BOOK

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 ...