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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik Applied Spatial Data Analysis with R
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Applied Spatial Data Analysis with R
Roger S. Bivand, Edzer Pebesma, Virgilio Gómez-Rubio (Broschiert, Englisch)
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Beschreibung
Applied Spatial Data Analysis with R, second edition, is divided into two basic parts, the first presenting R packages, functions, classes and methods for handling spatial data. This part is of interest to users who need to access and visualise spatial data. Data import and export for many file formats for spatial data are covered in detail, as is the interface between R and the open source GRASS… GIS and the handling of spatio-temporal data. The second part showcases more specialised kinds of spatial data analysis, including spatial point pattern analysis, interpolation and geostatistics, areal data analysis and disease mapping. The coverage of methods of spatial data analysis ranges from standard techniques to new developments, and the examples used are largely taken from the spatial statistics literature. All the examples can be run using R contributed packages available from the CRAN website, with code and additional data sets from the book's own website. Compared to the first edition, the second edition covers the more systematic approach towards handling spatial data in R, as well as a number of important and widely used CRAN packages that have appeared since the first edition. This book will be of interest to researchers who intend to use R to handle, visualise, and analyse spatial data. It will also be of interest to spatial data analysts who do not use R, but who are interested in practical aspects of implementing software for spatial data analysis. It is a suitable companion book for introductory spatial statistics courses and for applied methods courses in a wide range of subjects using spatial data, including human and physical geography, geographical information science and geoinformatics, the environmental sciences, ecology, public health and disease control, economics, publicadministration and political science. The book has a website where complete code examples, data sets, and other support material may be found: http://www.asdar-book.org. The authors have taken part in writing and maintaining software for spatial data handling and analysis with R in concert since 2003. 96,29 €
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Technische Daten
Erscheinungsdatum
21.06.2013
Sprache
Englisch
EAN
9781461476177
Herausgeber
Springer US
Serien- oder Bandtitel
Use R!
Sonderedition
Nein
Autor
Roger S. Bivand, Edzer Pebesma, Virgilio Gómez-Rubio
Seitenanzahl
405
Auflage
2
Einbandart
Broschiert
Schlagwörter
R, disease mapping, geostatistics, spatial data, spatial objects, spatio temporal data
Thema-Inhalt
PBT - Wahrscheinlichkeitsrechnung und Statistik
TQD - Umweltüberwachung (Umwelt-Monitoring)
RG - Geographie
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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