Spatial Relationships Between Two Georeferenced Variables : With Applications in R. 1st ed. 2020

種類:

電子ブック

責任表示:

by Ronny Vallejos, Felipe Osorio, Moreno Bevilacqua

出版情報:

Cham : Springer International Publishing : Imprint: Springer, 2020

著者名:

• Vallejos, Ronny.
• Osorio, Felipe.
• Bevilacqua, Moreno.
• SpringerLink (Online service)

ISBN:

9783030566814 [3030566811]    

注記:

1 Introduction -- 2 The Modified t test -- 3 A Parametric Test based on Maximum -- 4 TjØstheim's Coefficient -- 5 The Codispersion Coefficient -- 6 A Nonparametric Coefficient -- 7 Association for More Than Two Processes -- 8 Spatial Association Between Images -- A Proofs -- B Effective Sample Size -- C Solutions to Selected Problems -- Index.
This book offers essential, systematic information on the assessment of the spatial association between two processes from a statistical standpoint. Divided into eight chapters, the book begins with preliminary concepts, mainly concerning spatial statistics. The following seven chapters focus on the methodologies needed to assess the correlation between two or more processes; from theory introduced 35 years ago, to techniques that have only recently been published. Furthermore, each chapter contains a section on R computations to explore how the methodology works with real data. References and a list of exercises are included at the end of each chapter. The assessment of the correlation between two spatial processes has been tackled from several different perspectives in a variety of applications fields. In particular, the problem of testing for the existence of spatial association between two georeferenced variables is relevant for posterior modeling and inference. One evident application in this context is

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