Spatial Filtering and Eigenvector Stability

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ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)

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Book Synopsis Spatial Filtering and Eigenvector Stability by : Roberto Patuelli

Download or read book Spatial Filtering and Eigenvector Stability written by Roberto Patuelli and published by . This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Regions, independent of their geographic level of aggregation, are known to be interrelated partly due to their relative locations. Similar economic performance among regions can be attributed to proximity. Consequently, a proper understanding, and accounting, of spatial liaisons is needed in order to effectively forecast regional economic variables. Several spatial econometric techniques are available in the literature, which deal with the spatial autocorrelation in geographically-referenced data. The experiments carried out in this article are concerned with the analysis of the spatial autocorrelation observed for unemployment rates in 439 NUTS-3 German districts. We employ a semi-parametric approach - spatial filtering - in order to uncover spatial patterns that are consistently significant over time. We first provide a brief overview of the spatial filtering method and illustrate the data set. Subsequently, we describe the empirical application carried out: that is, the spatial filtering analysis of regional unemployment rates in Germany. Furthermore, we exploit the resulting spatial filter as an explanatory variable in a panel modelling framework. Additional explanatory variables, such as average daily wages, are used in concurrence with the spatial filter. Our experiments show that the computed spatial filters account for most of the residual spatial autocorrelation in the data.

Spatial Filtering and Eigenvector Stability: Space-time Model for German Unemployment Data

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (631 download)

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Book Synopsis Spatial Filtering and Eigenvector Stability: Space-time Model for German Unemployment Data by :

Download or read book Spatial Filtering and Eigenvector Stability: Space-time Model for German Unemployment Data written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Regions, independent of their geographic level of aggregation, are known to be interrelated partly due to their relative locations. Similar economic performance among regions can be attributed to proximity. Consequently, a proper understanding, and accounting, of spatial liaisons is needed in order to effectively forecast regional economic variables. Several spatial econometric techniques are available in the literature, which deal with the spatial autocorrelation in geographically-referenced data. The experiments carried out in this paper are concerned with the analysis of the spatial autocorrelation observed for unemployment rates in 439 NUTS-3 German districts. We employ a semi-parametric approach - spatial filtering - in order to uncover spatial patterns that are consistently significant over time. We first provide a brief overview of the spatial filtering method and illustrate the data set. Subsequently, we describe the empirical application carried out: that is, the spatial filtering analysis of regional unemployment rates in Germany. Furthermore, we exploit the resulting spatial filter as an explanatory variable in a panel modelling framework. Additional explanatory variables, such as average daily wages, are used in concurrence with the spatial filter. Our experiments show that the computed spatial filters account for most of the residual spatial autocorrelation in the data.

Advanced Introduction to Spatial Statistics

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Publisher : Edward Elgar Publishing
ISBN 13 : 1800372825
Total Pages : 125 pages
Book Rating : 4.8/5 (3 download)

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Book Synopsis Advanced Introduction to Spatial Statistics by : Griffith, Daniel A.

Download or read book Advanced Introduction to Spatial Statistics written by Griffith, Daniel A. and published by Edward Elgar Publishing. This book was released on 2022-08-12 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Advanced Introduction provides a critical review and discussion of research concerning spatial statistics, differentiating between it and spatial econometrics, to answer a set of core questions covering the geographic-tagging-of-data origins of the concept and its theoretical underpinnings, conceptual advances, and challenges for future scholarly work. It offers a vital tool for understanding spatial statistics and surveys how concerns about violating the independent observations assumption of statistical analysis developed into this discipline.

Spatial Regression Analysis Using Eigenvector Spatial Filtering

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Publisher : Academic Press
ISBN 13 : 0128156929
Total Pages : 288 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Spatial Regression Analysis Using Eigenvector Spatial Filtering by : Daniel Griffith

Download or read book Spatial Regression Analysis Using Eigenvector Spatial Filtering written by Daniel Griffith and published by Academic Press. This book was released on 2019-09-14 with total page 288 pages. Available in PDF, EPUB and Kindle. 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 Statistics and Geostatistics

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Publisher : SAGE
ISBN 13 : 1446272117
Total Pages : 201 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Spatial Statistics and Geostatistics by : Yongwan Chun

Download or read book Spatial Statistics and Geostatistics written by Yongwan Chun and published by SAGE. This book was released on 2013-01-11 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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 used in all relevant programs and software. It explains and demonstrates techniques in: spatial sampling spatial autocorrelation local statistics spatial interpolation in two-dimensions advanced topics including Bayesian methods, Monte Carlo simulation, error and uncertainty. It is a systematic overview of the fundamental spatial statistical methods used by applied researchers in geography, environmental science, health and epidemiology, population and demography, and planning. A companion website includes digital R code for implementing the analyses in specific chapters and relevant data sets to run the R codes.

Morphisms for Quantitative Spatial Analysis

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Publisher : Springer
ISBN 13 : 331972553X
Total Pages : 272 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Morphisms for Quantitative Spatial Analysis by : Daniel A. Griffith

Download or read book Morphisms for Quantitative Spatial Analysis written by Daniel A. Griffith and published by Springer. This book was released on 2018-03-07 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 spatial statistics and spatial econometrics, among other disciplines. The purpose of this book is to present selected conceptions in both domains that are structurally the same, even though their labelling and the notation for their elements may differ. As the approaches presented here are applied to empirical materials in geography and economics, the book will also be of interest to scholars of regional science, quantitative geography and the geospatial sciences. It is a follow-up to the book “Non-standard Spatial Statistics and Spatial Econometrics” by the same authors, which was published by Springer in 2011.

Regional Inequality in Transitional China

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Publisher : Routledge
ISBN 13 : 1351669788
Total Pages : 213 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Regional Inequality in Transitional China by : Felix Haifeng Liao

Download or read book Regional Inequality in Transitional China written by Felix Haifeng Liao and published by Routledge. This book was released on 2020-09-17 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates uneven regional development in China – with particular focus on the cases of Guangdong and Zheijiang provinces – which have been at the forefront of debate since Chinese economic reform. Rapid economic growth since the ‘opening-up’ of China has been accompanied by significant disparities in the regional distribution of income: this book represents one of the most recent studies to present a picture of this inequality. Built upon a multi-scale and multi-mechanism framework, it provides systematic examination of both the patterns and mechanisms of regional development and inequality in provincial China, emphasizing the effects of economic transition. Approaching from a geographical perspective, its authors consider the interplay between the local, the state, and the global forces in shaping the landscape of regional inequality in China. Extensive empirical findings will prove useful to those researching other developing countries within the frontier of globalization and economic transition. Regional Inequality in Transitional China will appeal to scholars and students of geography, economics and Chinese studies more broadly.

Spatial Dependence and Heterogeneity in Empirical Analyses of Regional Labour Market Dynamics

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Publisher : wbv Media GmbH & Company KG
ISBN 13 : 3763940960
Total Pages : 209 pages
Book Rating : 4.7/5 (639 download)

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Book Synopsis Spatial Dependence and Heterogeneity in Empirical Analyses of Regional Labour Market Dynamics by : Norbert Schanne

Download or read book Spatial Dependence and Heterogeneity in Empirical Analyses of Regional Labour Market Dynamics written by Norbert Schanne and published by wbv Media GmbH & Company KG. This book was released on 2015-06-23 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Warum sollen Regionen innerhalb eines Landes unabhängige Inseln sein? Und warum sollen, über das gesamte Land hinweg, einheitlich starke ökonomische oder soziale Wirkungszusammenhänge bestehen? Diese zwei Annahmen werden in der angewandten empirischen Wirtschafts- und Sozialforschung üblicherweise implizit unterstellt. Wie in statistischen Verfahren von dieser unrealistischen Modellstruktur unter Ausnutzung der räumlichen Strukturen in beobachteten Variablen und unterstellten Zusammenhängen abgewichen werden kann, diskutiert Norbert Schanne im vorliegenden Band. Möglichkeiten, unser Verständnis der Ökonomie zu vertiefen, werden ebenso verdeutlicht, wie Chancen und Tücken beim Einsatz der Methoden in Studien zu verschiedenen Aspekten der Arbeitsmarktdynamik.

Spatial Autocorrelation and Spatial Filtering

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Publisher : Springer Science & Business Media
ISBN 13 : 3540248064
Total Pages : 261 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Spatial Autocorrelation and Spatial Filtering by : Daniel A. Griffith

Download or read book Spatial Autocorrelation and Spatial Filtering written by Daniel A. Griffith and published by Springer Science & Business Media. This book was released on 2013-03-19 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 tendencies - is further demystified.

The Geography of Networks and R&D Collaborations

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Publisher : Springer Science & Business Media
ISBN 13 : 3319026992
Total Pages : 382 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis The Geography of Networks and R&D Collaborations by : Thomas Scherngell

Download or read book The Geography of Networks and R&D Collaborations written by Thomas Scherngell and published by Springer Science & Business Media. This book was released on 2014-01-20 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: The geography of networks and R&D collaborations, in particular the spatial dimension of interactions between organisations performing joint R&D, have attracted a burst of attention in the last decade, both in the scientific study of the networks and in the policy sector. The volume is intended to bring together a selection of articles providing novel theoretical and empirical insights into the geographical dynamics of such networks and R&D collaborations, using new, systematic data sources and employing cutting-edge spatial analysis and spatial econometric techniques. It comprises a section on analytic advances and methodology and two thematic sections on structure and spatial characteristics of R&D networks and the impact of R&D networks and policy implications. The edited volume provides a collection of high-level research contributions with an aim to contribute to the recent debate in economic geography and regional science on how the structure of formal and informal networks modifies and influences the spatial and temporal diffusion of knowledge.

Migration Impact Assessment

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Publisher : Edward Elgar Publishing
ISBN 13 : 0857934589
Total Pages : 457 pages
Book Rating : 4.8/5 (579 download)

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Book Synopsis Migration Impact Assessment by : Peter Nijkamp

Download or read book Migration Impact Assessment written by Peter Nijkamp and published by Edward Elgar Publishing. This book was released on 2012-01-01 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: ÔThis book examines migration in a rapidly globalizing economy where it disrupts such relatively stable patterns as the trip to work, home, school and shopping on the one hand, and is itself transformed by continuously evolving information and telecommunications technology, declining relative transport cost and immigration policy dynamics. The perspective is global yet provides the reader with empirically based work representing Europe, North America and Asia, and international comparative studies of changing migration patternsÕ impact on trade and culture.Õ Ð Roger R. Stough, George Mason University, US During the last few decades the world has experienced an unprecedented level of cross-border migration. While this has generated significant socio-economic gains for host countries, as well as sometimes for the countries of origin, the costs and benefits involved are unevenly distributed. Consequently, growing global population mobility is a hotly debated topic, both in the political arena and by the general public. Amidst a plethora of facts, opinions and emotions, the assessment of migration impacts must be grounded in a solid scientific evidence base. This analytical book outlines and applies a range of the scientific methods that are currently available in migration impact assessment (MIA). The book provides various North American and European case studies that quantify socio-economic consequences of migration for host societies and for immigrants themselves. With up-to-date and broad coverage, this detailed study will appeal to academic researchers in the social sciences, policy analysts at national and international level, as well as graduate students in economics and regional science.

Comprehensive Geographic Information Systems

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Publisher : Elsevier
ISBN 13 : 0128047933
Total Pages : 1488 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Comprehensive Geographic Information Systems by :

Download or read book Comprehensive Geographic Information Systems written by and published by Elsevier. This book was released on 2017-07-21 with total page 1488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geographical Information Systems, Three Volume Set is a computer system used to capture, store, analyze and display information related to positions on the Earth’s surface. It has the ability to show multiple types of information on multiple geographical locations in a single map, enabling users to assess patterns and relationships between different information points, a crucial component for multiple aspects of modern life and industry. This 3-volumes reference provides an up-to date account of this growing discipline through in-depth reviews authored by leading experts in the field. VOLUME EDITORS Thomas J. Cova The University of Utah, Salt Lake City, UT, United States Ming-Hsiang Tsou San Diego State University, San Diego, CA, United States Georg Bareth University of Cologne, Cologne, Germany Chunqiao Song University of California, Los Angeles, CA, United States Yan Song University of North Carolina at Chapel Hill, Chapel Hill, NC, United States Kai Cao National University of Singapore, Singapore Elisabete A. Silva University of Cambridge, Cambridge, United Kingdom Covers a rapidly expanding discipline, providing readers with a detailed overview of all aspects of geographic information systems, principles and applications Emphasizes the practical, socioeconomic applications of GIS Provides readers with a reliable, one-stop comprehensive guide, saving them time in searching for the information they need from different sources

Eigenvector Spatial Filtering and Lasso

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Eigenvector Spatial Filtering and Lasso by : Rowan Cherodian

Download or read book Eigenvector Spatial Filtering and Lasso written by Rowan Cherodian and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Spatial Econometrics: Spatial Autoregressive Models

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Publisher : World Scientific
ISBN 13 : 9811270503
Total Pages : 894 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Spatial Econometrics: Spatial Autoregressive Models by : Lung-fei Lee

Download or read book Spatial Econometrics: Spatial Autoregressive Models written by Lung-fei Lee and published by World Scientific. This book was released on 2023-10-16 with total page 894 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the most recently developed book in Spatial Econometrics which cover important models and estimation methods. Its coverage is rather broad, and some of the topics covered have only been developed in the recent econometric literature in spatial econometrics.The book summarizes our devoted efforts on spatial econometrics that represent joint contributions with former PhD advisees from the Ohio State University in Columbus, Ohio, USA.The coverage is comprehensive and there are a total of sixteen chapters from basic statistics and statistical theory of linear-quadratic forms, law of large numbers (LLN) and central limit theory (CLT) on martingales to nonlinear spatial mixing and spatial near-epoch dependence theories, which can justify the statistic inferences for various spatial models and their estimation. New estimation and testing approaches in empirical likelihood and general empirical likelihood, and Bootstrapping are presented. Model selection is also discussed in this book. In addition to the popular spatial autoregressive models, there are chapters on multivariate SAR models, simultaneous SAR models, and panel dynamic spatial models. Recent econometric developments on intertemporal spatial models with rational expectations and flows data in trade theory will also be included. In terms of statistics, classical estimation, testing and inference are the main concerns, and we provide classical inference for the justification of Bayesian simulation approaches.

Advanced Data Mining and Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 3642173128
Total Pages : 589 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advanced Data Mining and Applications by : Longbing Cao

Download or read book Advanced Data Mining and Applications written by Longbing Cao and published by Springer Science & Business Media. This book was released on 2010-11-05 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Advanced Data Mining and Applications, ADMA 2010, held in Chongqing, China, in November 2010. 63 carefully reviewed regular papers and 55 revised short papers were presented. The papers are organized in topical sections on data mining foundations; data mining in specific areas; data mining methodologies and processes; and data mining applications and systems.

Handbook of Applied Spatial Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 3642036473
Total Pages : 801 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Handbook of Applied Spatial Analysis by : Manfred M. Fischer

Download or read book Handbook of Applied Spatial Analysis written by Manfred M. Fischer and published by Springer Science & Business Media. This book was released on 2009-12-24 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 gain through the advanced and/or updated tools and new materials and state-of-the-art developments included. This volume provides an accounting of the diversity of current and emergent approaches, not available elsewhere despite the many excellent journals and te- books that exist. Most of the chapters are original, some few are reprints from the Journal of Geographical Systems, Geographical Analysis, The Review of Regional Studies and Letters of Spatial and Resource Sciences. We let our contributors - velop, from their particular perspective and insights, their own strategies for m- ping the part of terrain for which they were responsible. As the chapters were submitted, we became the first consumers of the project we had initiated. We gained from depth, breadth and distinctiveness of our contributors’ insights and, in particular, the presence of links between them.

Rhythmic Patterns in Neuroscience and Human Physiology

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Publisher : Frontiers Media SA
ISBN 13 : 2889765776
Total Pages : 213 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Rhythmic Patterns in Neuroscience and Human Physiology by : Daniela De Bartolo

Download or read book Rhythmic Patterns in Neuroscience and Human Physiology written by Daniela De Bartolo and published by Frontiers Media SA. This book was released on 2022-07-18 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: