Perspectives on Spatial Data Analysis

Luc Anselin

ISBN 10: 3642019757 / ISBN 13: 9783642019753

Editore: Springer, Berlin, Springer Berlin Heidelberg, Springer Feb 2010, 2010

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This item is printed on demand - it takes 3-4 days longer - Neuware -Spatial data analysis has seen explosive growth in recent years. Both in mainstream statistics and econometrics as well as in many applied elds, the attention to space, location, and interaction has become an important feature of scholarly work. The methodsdevelopedto dealwith problemsofspatialpatternrecognition,spatialau- correlation, and spatial heterogeneity have seen greatly increased adoption, in part due to the availability of user friendlydesktopsoftware. Throughhis theoretical and appliedwork,ArthurGetishasbeena majorcontributing gureinthisdevelopment. In this volume, we take both a retrospective and a prospective view of the eld. We use the occasion of the retirement and move to emeritus status of Arthur Getis to highlight the contributions of his work. In addition, we aim to place it into perspective in light of the current state of the art and future directions in spatial data analysis. To this end, we elected to combine reprints of selected classic contributions by Getiswithchapterswrittenbykeyspatialscientists.Thesescholarswerespeci cally invited to react to the earlier work by Getis with an eye toward assessing its impact, tracing out the evolution of related research, and to re ect on the future broadening of spatial analysis. The organizationof the book follows four main themes in Getis' contributions: - Spatial analysis - Pattern analysis - Local statistics - Applications For each of these themes, the chapters provide a historical perspective on early methodological developments and theoretical insights, assessments of these c- tributions in light of the current state of the art, as well as descriptions of new techniques and applications. 290 pp. Englisch.

Codice articolo 9783642019753

Dati bibliografici

• Titolo: Perspectives on Spatial Data Analysis
• Editore: Springer, Berlin, Springer Berlin Heidelberg, Springer Feb 2010
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 3642019757
• ISBN 13: 9783642019753
• Rilegatura: Buch
• Condizione: Neu
• Dimensioni: 235 L x 155 A x 20 P (millimetri) 235 millimetri di larghezza per 155 millimetri di altezza per 20 millimetri di profondità
• Peso: 618 grammi

Descrizione articolo

Riassunto

Spatial data analysis has seen explosive growth in recent years. Both in mainstream statistics and econometrics as well as in many applied ?elds, the attention to space, location, and interaction has become an important feature of scholarly work. The methodsdevelopedto dealwith problemsofspatialpatternrecognition,spatialau- correlation, and spatial heterogeneity have seen greatly increased adoption, in part due to the availability of user friendlydesktopsoftware. Throughhis theoretical and appliedwork,ArthurGetishasbeena majorcontributing?gureinthisdevelopment. In this volume, we take both a retrospective and a prospective view of the ?eld. We use the occasion of the retirement and move to emeritus status of Arthur Getis to highlight the contributions of his work. In addition, we aim to place it into perspective in light of the current state of the art and future directions in spatial data analysis. To this end, we elected to combine reprints of selected classic contributions by Getiswithchapterswrittenbykeyspatialscientists.Thesescholarswerespeci?cally invited to react to the earlier work by Getis with an eye toward assessing its impact, tracing out the evolution of related research, and to re?ect on the future broadening of spatial analysis. The organizationof the book follows four main themes in Getis’ contributions: • Spatial analysis • Pattern analysis • Local statistics • Applications For each of these themes, the chapters provide a historical perspective on early methodological developments and theoretical insights, assessments of these c- tributions in light of the current state of the art, as well as descriptions of new techniques and applications.

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This book takes both a retrospective and prospective view of the field of spatial analysis by combining selected reprints of classic articles by Arthur Getis with current observations by leading experts in the field. Four main aspects are highlighted, dealing with spatial analysis, pattern analysis, local statistics as well as illustrative empirical applications. Researchers and students will gain an appreciation of  Getis' methodological contributions  to spatial analysis and the broad impact of the methods he has helped pioneer on an impressively broad array of  disciplines including spatial epidemiology, demography, economics, and ecology. The volume is a compilation of high impact original contributions, as evidenced by citations, and the latest thinking on the field by leading scholars. This makes the book ideal for advanced seminars and courses in spatial analysis as well as a key resource for researchers seeking a comprehensive overview of recent advances and future directions in the field.