Applied spatial data analysis with R
"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 fil...
Ausführliche Beschreibung
Gespeichert in:
| Autor*in: |
Bivand, Roger - 1951- [verfasserIn] Pebesma, Edzer J. - 1967- [verfasserIn] Gómez-Rubio, Virgilio [verfasserIn] |
|---|
| Format: |
Buch |
|---|---|
| Sprache: |
Englisch |
| Erschienen: |
New York Heidelberg Dordrecht London: Springer ; 2013 |
|---|---|
| Ausgabe: |
second edition |
| Schlagwörter: | |
|---|---|
| Schlagwörter: |
| Systematik: |
|
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| Anmerkung: |
Literaturverzeichnis: Seiten 367 - 385 |
|---|---|
| Umfang: |
XVIII, 405 Seiten ; Illustrationen, grafische Darstellungen, Karten |
| Weitere Ausgabe: |
Online-Ausg. Bivand, Roger S.: Applied Spatial Data Analysis with R - New York, NY : Springer, 2013 Erscheint auch als Online-Ausgabe Bivand, Roger, 1951 -: Applied spatial data analysis with R - New York : Springer, 2013 |
|---|
| Reihe: |
Use R! |
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| Links: | |
|---|---|
| ISBN: |
978-1-4614-7617-7 |
| Katalog-ID: |
1604048204 |
|---|
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| 245 | 1 | 0 | |a Applied spatial data analysis with R |c Roger S. Bivand; Edzer Pebesma; Virgilio Gómez-Rubio |
| 250 | |a second edition | ||
| 264 | 1 | |a New York |a Heidelberg |a Dordrecht |a London |b Springer |c 2013 | |
| 300 | |a XVIII, 405 Seiten |b Illustrationen, grafische Darstellungen, Karten | ||
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| 490 | 0 | |a Use R! | |
| 500 | |a Literaturverzeichnis: Seiten 367 - 385 | ||
| 505 | 8 | 0 | |a Hello World: Introducing Spatial DataClasses for Spatial Data in R -- Visualising Spatial Data -- Spatial Data Import and Export -- Further Methods for Handling Spatial Data -- Classes for spatio-temporal Data -- Spatial Point Pattern Analysis -- Interpolation and Geostatistics -- Modelling Areal Data -- Disease Mapping. |
| 520 | |a "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, public administration and political science."-- | ||
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2013938605 9781461476177 pbk. : USD 64.99 978-1-4614-7617-7 11399230 (DE-627)1604048204 (DE-576)389937312 (DE-599)BSZ389937312 (OCoLC)857289562 (OCoLC)855548199 (DE-604)BV041115940 (ZBM)1269.62045 (ZBM)1269.62045 DE-627 ger DE-627 rda eng XD-US XA-DE XA-NL QA278.2 RB 10104 BVB rvk (DE-625)rvk/142220:12617 QH 234 BSZ rvk (DE-625)rvk/141549: ST 601 BSZ rvk (DE-625)rvk/143682: ST 690 BSZ rvk (DE-625)rvk/143691: ST 250 BSZ rvk (DE-625)rvk/143626: MR 2200 BSZ rvk (DE-625)rvk/123489: *62H11 msc 62M30 msc 62-04 msc 62-02 msc 62-01 msc 74.48 bkl 74.03 bkl 31.73 bkl Bivand, Roger 1951- verfasserin (DE-588)109813561 (DE-627)633841579 (DE-576)168973103 aut Applied spatial data analysis with R Roger S. Bivand; Edzer Pebesma; Virgilio Gómez-Rubio second edition New York Heidelberg Dordrecht London Springer 2013 XVIII, 405 Seiten Illustrationen, grafische Darstellungen, Karten Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier Use R! Literaturverzeichnis: Seiten 367 - 385 Hello World: Introducing Spatial DataClasses for Spatial Data in R -- Visualising Spatial Data -- Spatial Data Import and Export -- Further Methods for Handling Spatial Data -- Classes for spatio-temporal Data -- Spatial Point Pattern Analysis -- Interpolation and Geostatistics -- Modelling Areal Data -- Disease Mapping. "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, public administration and political science."-- Archivierung prüfen 20240324 DE-4165 3 pdager Spatial analysis (Statistics) Data processing R (Computer program language) Cartography Statistics s (DE-588)4206012-6 (DE-627)105131199 (DE-576)210172576 Raumdaten gnd s (DE-588)4123037-1 (DE-627)105758051 (DE-576)209556331 Datenanalyse gnd s (DE-588)4705956-4 (DE-627)356147487 (DE-576)215406362 R Programm gnd (DE-627) s (DE-588)4206012-6 (DE-627)105131199 (DE-576)210172576 Raumdaten gnd s (DE-588)4123037-1 (DE-627)105758051 (DE-576)209556331 Datenanalyse gnd (DE-627) Pebesma, Edzer J. 1967- verfasserin (DE-588)136857736 (DE-627)58781702X (DE-576)301312869 aut Gómez-Rubio, Virgilio verfasserin (DE-588)135987407 (DE-627)693958642 (DE-576)330164732 aut 9781461476184 eBook Online-Ausg. Bivand, Roger S. Applied Spatial Data Analysis with R 2nd ed. 2013 New York, NY : Springer, 2013 Online-Ressource (XVIII, 405 p. 121 illus., 89 illus. in color, digital) (DE-627)1652501703 (DE-576)386845700 9781461476184 Erscheint auch als Online-Ausgabe Bivand, Roger, 1951 - Applied spatial data analysis with R 2nd edition New York : Springer, 2013 1 Online-Ressource (xviii, 387 Seiten) (DE-627)1657152197 (DE-576)513648259 9781461476184 https://zbmath.org/?q=an:1269.62045 B:ZBM 2021-04-12 Verlag Zentralblatt MATH Inhaltstext https://swbplus.bsz-bw.de/bsz389937312cov.jpg V:DE-576 X:springer image/jpeg 20140212102545 Cover https://external.dandelon.com/download/attachments/dandelon/ids/DE004B37B0DC2D628B9E0C1257E0B002AB38C.pdf V:DE-601 X:AGI pdf/application 2017-12-02 Verlag Inhaltsverzeichnis (DE-627)751151378 GBV_ILN_20 ISIL_DE-84 SYSFLAG_1 GBV_KXP SSG-OPC-MAT GBV_ILN_21 ISIL_DE-46 GBV_ILN_31 ISIL_DE-27 GBV_ILN_65 ISIL_DE-3 GBV_ILN_65_a019 GBV_ILN_70 ISIL_DE-89 GBV_ILN_110 ISIL_DE-Luen4 GBV_ILN_186 ISIL_DE-519 GBV_ILN_235 ISIL_DE-616 GBV_ILN_235_S25 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2002 ISIL_DE-21-19 GBV_ILN_2004 ISIL_DE-25-5 GBV_ILN_2006 ISIL_DE-14 GBV_ILN_2007 ISIL_DE-352 GBV_ILN_2010 ISIL_DE-15-292 GBV_ILN_2026 ISIL_DE-100 ISIL_DE-100-520 GBV_ILN_2148 ISIL_DE-950 GBV_ILN_2149 ISIL_DE-Loer2-1 GBV_ILN_2244 ISIL_DE-982 mdedup RB 10104 Datenverarbeitung, Geoinformatik Geografie Nicht regional gebundene Darstellungen Allgemeine Geografie Hilfswissenschaften Datenverarbeitung, Geoinformatik (DE-627)127212973X (DE-625)rvk/142220:12617 (DE-576)20212973X QH 234 Regression und Korrelation, Faktoren-, Komponenten-, Diskriminanzanalyse sowie sonstiger Methoden der mehrdimensionalen Analyse. Assoziation, Kontingenz, MOS, Kausalanalyse/Pfadanalyse/LISREL Wirtschaftswissenschaften Mathematik. Statistik. Ökonometrie. Unternehmensforschung Statistik Theoretische Statistik Regression und Korrelation, Faktoren-, Komponenten-, Diskriminanzanalyse sowie sonstiger Methoden der mehrdimensionalen Analyse. Assoziation, Kontingenz, MOS, Kausalanalyse/Pfadanalyse/LISREL (DE-627)1271477971 (DE-625)rvk/141549: (DE-576)201477971 ST 601 Einzelne Systeme (alphabetisch) Informatik Monografien Einzelne Anwendungen der Datenverarbeitung Datenverarbeitung in Anwendungsgebieten Mathematik, Statistik Einzelne Systeme (alphabetisch) (DE-627)127114283X (DE-625)rvk/143682: (DE-576)20114283X ST 690 Sonstige Informatik Monografien Einzelne Anwendungen der Datenverarbeitung Datenverarbeitung in Anwendungsgebieten Sonstige (DE-627)1270857355 (DE-625)rvk/143691: (DE-576)200857355 ST 250 Einzelne Programmiersprachen (A-Z) Informatik Monografien Software und -entwicklung Programmiersprachen Einzelne Programmiersprachen (A-Z) (DE-627)1270877445 (DE-625)rvk/143626: (DE-576)200877445 MR 2200 Datenverarbeitung und Kybernetik für Soziologen Soziologie Sozialwissenschaftliche Theorien und Methoden Methoden der Sozialforschung Datenverarbeitung und Kybernetik für Soziologen (DE-627)1271427508 (DE-625)rvk/123489: (DE-576)201427508 74.48 Geoinformationssysteme (DE-627)181570149 74.03 Methoden und Techniken der Geographie und Anthropogeographie (DE-627)106417797 31.73 Mathematische Statistik (DE-627)106418998 BO 045F 519.5 045F 519.50285 20 01 0084 148918838X 00 LB GW B 467 --%%-- --%%-- Erworben aus Studienbeiträgen k 17-07-14 20 02 0084 1494801698 00 LS2 GW B 467 s --%%-- Erworben aus Studienbeiträgen k 04-07-14 21 01 0046 1456536877 00 E02 a sow 073 eh/086(2) u --%%-- zza 13-03-14 31 01 0027 1639567887 00 J 24 INF:GS:0000:R:Biv:2013 d --%%-- z 05-10-16 65 01 3/19 1577396561 00 Ha 19 RB 10239 117 <2> u --%%-- ka019 23-11-15 65 02 3/19 1847313302 00 Ha 19 RB 10239 117 <2> a u --%%-- ka019 05-02-19 70 01 0089 1480666149 00 --%%-- T 14 B 5602 u --%%-- z 31-07-15 110 01 3110 3418302734 00 CAM DV 4070.034 a u --%%-- kz 29-04-19 186 01 0519 1580067638 00 FH 82:XHZ-259 <2> u --%%-- z 05-02-16 186 02 0519 1720644152 00 FH 82:XHZ-259 <2> u --%%-- z 24-11-17 235 01 3235/025 1802533176 00 NLÖ : HGC MA 20 Bivan i --%%-- zS25 06-09-18 370 01 4370 1411174461 00 EG ST 250 R 004 (2) u --%%-- 01 --%%-- Cc 1465 --%%-- --%%-- z 03-07-13 2002 01 DE-21-19 3099665797 00 V6 Sb 210b 1.Ex. p --%%-- l01 06-07-16 2002 02 DE-21-19 3099665827 00 V6 Sb 210b 2.Ex. p --%%-- l02 18-08-16 2004 12 DE-25-5 3099665940 00 --%%-- Frei 5: FELIS/GIS/058 p --%%-- l01 15-06-15 2006 01 DE-14 3099665983 00 --%%-- --%%-- --%%-- --%%-- l01 10-07-13 2007 01 DE-352 3099666025 00 --%%-- --%%-- --%%-- --%%-- l01 24-10-16 2010 01 DE-15-292 3099666068 00 --%%-- --%%-- --%%-- --%%-- l01 24-09-18 2026 01 DE-100 3099666122 00 11 ST 250 R01 B6(2) --%%-- --%%-- l01 10-07-13 2026 12 DE-100-520 3099666130 00 520K Biv 001 n n l01 09-04-14 2148 01 DE-950 3099666254 00 --%%-- math 6/318 --%%-- l l01 26-07-13 2149 01 DE-Loer2-1 3099666319 00 --%%-- QH 234 --%%-- n l01 16-02-16 2244 01 DE-982 3099666386 00 --%%-- --%%-- n --%%-- l01 16-10-13 186 00 DE-519 00 Raumdaten / Datenanalyse 186 00 DE-519 01 Geodaten / R <Programm> 21 00 DE-46 30 sow 073 eh 21 00 DE-46 99 29 31 00 DE-27 00 INF:GS:0000 110 00 DE-Luen4 00 DV 4070 20 01 0084 84$103311191 20 02 0084 84$103311188 21 01 0046 46$0004868986 31 01 0027 27$030186560 65 01 3/19 3/19$000539600 65 02 3/19 3/19$000675407 70 01 0089 89$135228026 110 01 3110 LUN4$08037043 186 01 0519 519$0199297X 186 02 0519 519$02042932 235 01 3235/025 S25$0486310 370 01 4370 HC028550 2002 01 DE-21-19 601404836911 2002 02 DE-21-19 601404878911 20 01 0084 14008690 20 02 0084 14008690 21 01 0046 2014-05086 31 01 0027 U533183 65 01 3/19 19/2015/00530 65 02 3/19 19/2019/00035 110 01 3110 19-11074 186 01 0519 15/2899 186 02 0519 17/2541 370 01 4370 2013-1345 2002 01 DE-21-19 16/B 278 2002 02 DE-21-19 16/B 279 2026 12 DE-100-520 520K Biv 001 370 01 4370 2013.08.07 2002 01 DE-21-19 1608 S 2002 02 DE-21-19 1608 S 2004 12 DE-25-5 1525 |
| spelling |
2013938605 9781461476177 pbk. : USD 64.99 978-1-4614-7617-7 11399230 (DE-627)1604048204 (DE-576)389937312 (DE-599)BSZ389937312 (OCoLC)857289562 (OCoLC)855548199 (DE-604)BV041115940 (ZBM)1269.62045 (ZBM)1269.62045 DE-627 ger DE-627 rda eng XD-US XA-DE XA-NL QA278.2 RB 10104 BVB rvk (DE-625)rvk/142220:12617 QH 234 BSZ rvk (DE-625)rvk/141549: ST 601 BSZ rvk (DE-625)rvk/143682: ST 690 BSZ rvk (DE-625)rvk/143691: ST 250 BSZ rvk (DE-625)rvk/143626: MR 2200 BSZ rvk (DE-625)rvk/123489: *62H11 msc 62M30 msc 62-04 msc 62-02 msc 62-01 msc 74.48 bkl 74.03 bkl 31.73 bkl Bivand, Roger 1951- verfasserin (DE-588)109813561 (DE-627)633841579 (DE-576)168973103 aut Applied spatial data analysis with R Roger S. Bivand; Edzer Pebesma; Virgilio Gómez-Rubio second edition New York Heidelberg Dordrecht London Springer 2013 XVIII, 405 Seiten Illustrationen, grafische Darstellungen, Karten Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier Use R! Literaturverzeichnis: Seiten 367 - 385 Hello World: Introducing Spatial DataClasses for Spatial Data in R -- Visualising Spatial Data -- Spatial Data Import and Export -- Further Methods for Handling Spatial Data -- Classes for spatio-temporal Data -- Spatial Point Pattern Analysis -- Interpolation and Geostatistics -- Modelling Areal Data -- Disease Mapping. "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, public administration and political science."-- Archivierung prüfen 20240324 DE-4165 3 pdager Spatial analysis (Statistics) Data processing R (Computer program language) Cartography Statistics s (DE-588)4206012-6 (DE-627)105131199 (DE-576)210172576 Raumdaten gnd s (DE-588)4123037-1 (DE-627)105758051 (DE-576)209556331 Datenanalyse gnd s (DE-588)4705956-4 (DE-627)356147487 (DE-576)215406362 R Programm gnd (DE-627) s (DE-588)4206012-6 (DE-627)105131199 (DE-576)210172576 Raumdaten gnd s (DE-588)4123037-1 (DE-627)105758051 (DE-576)209556331 Datenanalyse gnd (DE-627) Pebesma, Edzer J. 1967- verfasserin (DE-588)136857736 (DE-627)58781702X (DE-576)301312869 aut Gómez-Rubio, Virgilio verfasserin (DE-588)135987407 (DE-627)693958642 (DE-576)330164732 aut 9781461476184 eBook Online-Ausg. Bivand, Roger S. Applied Spatial Data Analysis with R 2nd ed. 2013 New York, NY : Springer, 2013 Online-Ressource (XVIII, 405 p. 121 illus., 89 illus. in color, digital) (DE-627)1652501703 (DE-576)386845700 9781461476184 Erscheint auch als Online-Ausgabe Bivand, Roger, 1951 - Applied spatial data analysis with R 2nd edition New York : Springer, 2013 1 Online-Ressource (xviii, 387 Seiten) (DE-627)1657152197 (DE-576)513648259 9781461476184 https://zbmath.org/?q=an:1269.62045 B:ZBM 2021-04-12 Verlag Zentralblatt MATH Inhaltstext https://swbplus.bsz-bw.de/bsz389937312cov.jpg V:DE-576 X:springer image/jpeg 20140212102545 Cover https://external.dandelon.com/download/attachments/dandelon/ids/DE004B37B0DC2D628B9E0C1257E0B002AB38C.pdf V:DE-601 X:AGI pdf/application 2017-12-02 Verlag Inhaltsverzeichnis (DE-627)751151378 GBV_ILN_20 ISIL_DE-84 SYSFLAG_1 GBV_KXP SSG-OPC-MAT GBV_ILN_21 ISIL_DE-46 GBV_ILN_31 ISIL_DE-27 GBV_ILN_65 ISIL_DE-3 GBV_ILN_65_a019 GBV_ILN_70 ISIL_DE-89 GBV_ILN_110 ISIL_DE-Luen4 GBV_ILN_186 ISIL_DE-519 GBV_ILN_235 ISIL_DE-616 GBV_ILN_235_S25 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2002 ISIL_DE-21-19 GBV_ILN_2004 ISIL_DE-25-5 GBV_ILN_2006 ISIL_DE-14 GBV_ILN_2007 ISIL_DE-352 GBV_ILN_2010 ISIL_DE-15-292 GBV_ILN_2026 ISIL_DE-100 ISIL_DE-100-520 GBV_ILN_2148 ISIL_DE-950 GBV_ILN_2149 ISIL_DE-Loer2-1 GBV_ILN_2244 ISIL_DE-982 mdedup RB 10104 Datenverarbeitung, Geoinformatik Geografie Nicht regional gebundene Darstellungen Allgemeine Geografie Hilfswissenschaften Datenverarbeitung, Geoinformatik (DE-627)127212973X (DE-625)rvk/142220:12617 (DE-576)20212973X QH 234 Regression und Korrelation, Faktoren-, Komponenten-, Diskriminanzanalyse sowie sonstiger Methoden der mehrdimensionalen Analyse. Assoziation, Kontingenz, MOS, Kausalanalyse/Pfadanalyse/LISREL Wirtschaftswissenschaften Mathematik. Statistik. Ökonometrie. Unternehmensforschung Statistik Theoretische Statistik Regression und Korrelation, Faktoren-, Komponenten-, Diskriminanzanalyse sowie sonstiger Methoden der mehrdimensionalen Analyse. Assoziation, Kontingenz, MOS, Kausalanalyse/Pfadanalyse/LISREL (DE-627)1271477971 (DE-625)rvk/141549: (DE-576)201477971 ST 601 Einzelne Systeme (alphabetisch) Informatik Monografien Einzelne Anwendungen der Datenverarbeitung Datenverarbeitung in Anwendungsgebieten Mathematik, Statistik Einzelne Systeme (alphabetisch) (DE-627)127114283X (DE-625)rvk/143682: (DE-576)20114283X ST 690 Sonstige Informatik Monografien Einzelne Anwendungen der Datenverarbeitung Datenverarbeitung in Anwendungsgebieten Sonstige (DE-627)1270857355 (DE-625)rvk/143691: (DE-576)200857355 ST 250 Einzelne Programmiersprachen (A-Z) Informatik Monografien Software und -entwicklung Programmiersprachen Einzelne Programmiersprachen (A-Z) (DE-627)1270877445 (DE-625)rvk/143626: (DE-576)200877445 MR 2200 Datenverarbeitung und Kybernetik für Soziologen Soziologie Sozialwissenschaftliche Theorien und Methoden Methoden der Sozialforschung Datenverarbeitung und Kybernetik für Soziologen (DE-627)1271427508 (DE-625)rvk/123489: (DE-576)201427508 74.48 Geoinformationssysteme (DE-627)181570149 74.03 Methoden und Techniken der Geographie und Anthropogeographie (DE-627)106417797 31.73 Mathematische Statistik (DE-627)106418998 BO 045F 519.5 045F 519.50285 20 01 0084 148918838X 00 LB GW B 467 --%%-- --%%-- Erworben aus Studienbeiträgen k 17-07-14 20 02 0084 1494801698 00 LS2 GW B 467 s --%%-- Erworben aus Studienbeiträgen k 04-07-14 21 01 0046 1456536877 00 E02 a sow 073 eh/086(2) u --%%-- zza 13-03-14 31 01 0027 1639567887 00 J 24 INF:GS:0000:R:Biv:2013 d --%%-- z 05-10-16 65 01 3/19 1577396561 00 Ha 19 RB 10239 117 <2> u --%%-- ka019 23-11-15 65 02 3/19 1847313302 00 Ha 19 RB 10239 117 <2> a u --%%-- ka019 05-02-19 70 01 0089 1480666149 00 --%%-- T 14 B 5602 u --%%-- z 31-07-15 110 01 3110 3418302734 00 CAM DV 4070.034 a u --%%-- kz 29-04-19 186 01 0519 1580067638 00 FH 82:XHZ-259 <2> u --%%-- z 05-02-16 186 02 0519 1720644152 00 FH 82:XHZ-259 <2> u --%%-- z 24-11-17 235 01 3235/025 1802533176 00 NLÖ : HGC MA 20 Bivan i --%%-- zS25 06-09-18 370 01 4370 1411174461 00 EG ST 250 R 004 (2) u --%%-- 01 --%%-- Cc 1465 --%%-- --%%-- z 03-07-13 2002 01 DE-21-19 3099665797 00 V6 Sb 210b 1.Ex. p --%%-- l01 06-07-16 2002 02 DE-21-19 3099665827 00 V6 Sb 210b 2.Ex. p --%%-- l02 18-08-16 2004 12 DE-25-5 3099665940 00 --%%-- Frei 5: FELIS/GIS/058 p --%%-- l01 15-06-15 2006 01 DE-14 3099665983 00 --%%-- --%%-- --%%-- --%%-- l01 10-07-13 2007 01 DE-352 3099666025 00 --%%-- --%%-- --%%-- --%%-- l01 24-10-16 2010 01 DE-15-292 3099666068 00 --%%-- --%%-- --%%-- --%%-- l01 24-09-18 2026 01 DE-100 3099666122 00 11 ST 250 R01 B6(2) --%%-- --%%-- l01 10-07-13 2026 12 DE-100-520 3099666130 00 520K Biv 001 n n l01 09-04-14 2148 01 DE-950 3099666254 00 --%%-- math 6/318 --%%-- l l01 26-07-13 2149 01 DE-Loer2-1 3099666319 00 --%%-- QH 234 --%%-- n l01 16-02-16 2244 01 DE-982 3099666386 00 --%%-- --%%-- n --%%-- l01 16-10-13 186 00 DE-519 00 Raumdaten / Datenanalyse 186 00 DE-519 01 Geodaten / R <Programm> 21 00 DE-46 30 sow 073 eh 21 00 DE-46 99 29 31 00 DE-27 00 INF:GS:0000 110 00 DE-Luen4 00 DV 4070 20 01 0084 84$103311191 20 02 0084 84$103311188 21 01 0046 46$0004868986 31 01 0027 27$030186560 65 01 3/19 3/19$000539600 65 02 3/19 3/19$000675407 70 01 0089 89$135228026 110 01 3110 LUN4$08037043 186 01 0519 519$0199297X 186 02 0519 519$02042932 235 01 3235/025 S25$0486310 370 01 4370 HC028550 2002 01 DE-21-19 601404836911 2002 02 DE-21-19 601404878911 20 01 0084 14008690 20 02 0084 14008690 21 01 0046 2014-05086 31 01 0027 U533183 65 01 3/19 19/2015/00530 65 02 3/19 19/2019/00035 110 01 3110 19-11074 186 01 0519 15/2899 186 02 0519 17/2541 370 01 4370 2013-1345 2002 01 DE-21-19 16/B 278 2002 02 DE-21-19 16/B 279 2026 12 DE-100-520 520K Biv 001 370 01 4370 2013.08.07 2002 01 DE-21-19 1608 S 2002 02 DE-21-19 1608 S 2004 12 DE-25-5 1525 |
| allfields_unstemmed |
2013938605 9781461476177 pbk. : USD 64.99 978-1-4614-7617-7 11399230 (DE-627)1604048204 (DE-576)389937312 (DE-599)BSZ389937312 (OCoLC)857289562 (OCoLC)855548199 (DE-604)BV041115940 (ZBM)1269.62045 (ZBM)1269.62045 DE-627 ger DE-627 rda eng XD-US XA-DE XA-NL QA278.2 RB 10104 BVB rvk (DE-625)rvk/142220:12617 QH 234 BSZ rvk (DE-625)rvk/141549: ST 601 BSZ rvk (DE-625)rvk/143682: ST 690 BSZ rvk (DE-625)rvk/143691: ST 250 BSZ rvk (DE-625)rvk/143626: MR 2200 BSZ rvk (DE-625)rvk/123489: *62H11 msc 62M30 msc 62-04 msc 62-02 msc 62-01 msc 74.48 bkl 74.03 bkl 31.73 bkl Bivand, Roger 1951- verfasserin (DE-588)109813561 (DE-627)633841579 (DE-576)168973103 aut Applied spatial data analysis with R Roger S. Bivand; Edzer Pebesma; Virgilio Gómez-Rubio second edition New York Heidelberg Dordrecht London Springer 2013 XVIII, 405 Seiten Illustrationen, grafische Darstellungen, Karten Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier Use R! Literaturverzeichnis: Seiten 367 - 385 Hello World: Introducing Spatial DataClasses for Spatial Data in R -- Visualising Spatial Data -- Spatial Data Import and Export -- Further Methods for Handling Spatial Data -- Classes for spatio-temporal Data -- Spatial Point Pattern Analysis -- Interpolation and Geostatistics -- Modelling Areal Data -- Disease Mapping. "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, public administration and political science."-- Archivierung prüfen 20240324 DE-4165 3 pdager Spatial analysis (Statistics) Data processing R (Computer program language) Cartography Statistics s (DE-588)4206012-6 (DE-627)105131199 (DE-576)210172576 Raumdaten gnd s (DE-588)4123037-1 (DE-627)105758051 (DE-576)209556331 Datenanalyse gnd s (DE-588)4705956-4 (DE-627)356147487 (DE-576)215406362 R Programm gnd (DE-627) s (DE-588)4206012-6 (DE-627)105131199 (DE-576)210172576 Raumdaten gnd s (DE-588)4123037-1 (DE-627)105758051 (DE-576)209556331 Datenanalyse gnd (DE-627) Pebesma, Edzer J. 1967- verfasserin (DE-588)136857736 (DE-627)58781702X (DE-576)301312869 aut Gómez-Rubio, Virgilio verfasserin (DE-588)135987407 (DE-627)693958642 (DE-576)330164732 aut 9781461476184 eBook Online-Ausg. Bivand, Roger S. Applied Spatial Data Analysis with R 2nd ed. 2013 New York, NY : Springer, 2013 Online-Ressource (XVIII, 405 p. 121 illus., 89 illus. in color, digital) (DE-627)1652501703 (DE-576)386845700 9781461476184 Erscheint auch als Online-Ausgabe Bivand, Roger, 1951 - Applied spatial data analysis with R 2nd edition New York : Springer, 2013 1 Online-Ressource (xviii, 387 Seiten) (DE-627)1657152197 (DE-576)513648259 9781461476184 https://zbmath.org/?q=an:1269.62045 B:ZBM 2021-04-12 Verlag Zentralblatt MATH Inhaltstext https://swbplus.bsz-bw.de/bsz389937312cov.jpg V:DE-576 X:springer image/jpeg 20140212102545 Cover https://external.dandelon.com/download/attachments/dandelon/ids/DE004B37B0DC2D628B9E0C1257E0B002AB38C.pdf V:DE-601 X:AGI pdf/application 2017-12-02 Verlag Inhaltsverzeichnis (DE-627)751151378 GBV_ILN_20 ISIL_DE-84 SYSFLAG_1 GBV_KXP SSG-OPC-MAT GBV_ILN_21 ISIL_DE-46 GBV_ILN_31 ISIL_DE-27 GBV_ILN_65 ISIL_DE-3 GBV_ILN_65_a019 GBV_ILN_70 ISIL_DE-89 GBV_ILN_110 ISIL_DE-Luen4 GBV_ILN_186 ISIL_DE-519 GBV_ILN_235 ISIL_DE-616 GBV_ILN_235_S25 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2002 ISIL_DE-21-19 GBV_ILN_2004 ISIL_DE-25-5 GBV_ILN_2006 ISIL_DE-14 GBV_ILN_2007 ISIL_DE-352 GBV_ILN_2010 ISIL_DE-15-292 GBV_ILN_2026 ISIL_DE-100 ISIL_DE-100-520 GBV_ILN_2148 ISIL_DE-950 GBV_ILN_2149 ISIL_DE-Loer2-1 GBV_ILN_2244 ISIL_DE-982 mdedup RB 10104 Datenverarbeitung, Geoinformatik Geografie Nicht regional gebundene Darstellungen Allgemeine Geografie Hilfswissenschaften Datenverarbeitung, Geoinformatik (DE-627)127212973X (DE-625)rvk/142220:12617 (DE-576)20212973X QH 234 Regression und Korrelation, Faktoren-, Komponenten-, Diskriminanzanalyse sowie sonstiger Methoden der mehrdimensionalen Analyse. Assoziation, Kontingenz, MOS, Kausalanalyse/Pfadanalyse/LISREL Wirtschaftswissenschaften Mathematik. Statistik. Ökonometrie. Unternehmensforschung Statistik Theoretische Statistik Regression und Korrelation, Faktoren-, Komponenten-, Diskriminanzanalyse sowie sonstiger Methoden der mehrdimensionalen Analyse. Assoziation, Kontingenz, MOS, Kausalanalyse/Pfadanalyse/LISREL (DE-627)1271477971 (DE-625)rvk/141549: (DE-576)201477971 ST 601 Einzelne Systeme (alphabetisch) Informatik Monografien Einzelne Anwendungen der Datenverarbeitung Datenverarbeitung in Anwendungsgebieten Mathematik, Statistik Einzelne Systeme (alphabetisch) (DE-627)127114283X (DE-625)rvk/143682: (DE-576)20114283X ST 690 Sonstige Informatik Monografien Einzelne Anwendungen der Datenverarbeitung Datenverarbeitung in Anwendungsgebieten Sonstige (DE-627)1270857355 (DE-625)rvk/143691: (DE-576)200857355 ST 250 Einzelne Programmiersprachen (A-Z) Informatik Monografien Software und -entwicklung Programmiersprachen Einzelne Programmiersprachen (A-Z) (DE-627)1270877445 (DE-625)rvk/143626: (DE-576)200877445 MR 2200 Datenverarbeitung und Kybernetik für Soziologen Soziologie Sozialwissenschaftliche Theorien und Methoden Methoden der Sozialforschung Datenverarbeitung und Kybernetik für Soziologen (DE-627)1271427508 (DE-625)rvk/123489: (DE-576)201427508 74.48 Geoinformationssysteme (DE-627)181570149 74.03 Methoden und Techniken der Geographie und Anthropogeographie (DE-627)106417797 31.73 Mathematische Statistik (DE-627)106418998 BO 045F 519.5 045F 519.50285 20 01 0084 148918838X 00 LB GW B 467 --%%-- --%%-- Erworben aus Studienbeiträgen k 17-07-14 20 02 0084 1494801698 00 LS2 GW B 467 s --%%-- Erworben aus Studienbeiträgen k 04-07-14 21 01 0046 1456536877 00 E02 a sow 073 eh/086(2) u --%%-- zza 13-03-14 31 01 0027 1639567887 00 J 24 INF:GS:0000:R:Biv:2013 d --%%-- z 05-10-16 65 01 3/19 1577396561 00 Ha 19 RB 10239 117 <2> u --%%-- ka019 23-11-15 65 02 3/19 1847313302 00 Ha 19 RB 10239 117 <2> a u --%%-- ka019 05-02-19 70 01 0089 1480666149 00 --%%-- T 14 B 5602 u --%%-- z 31-07-15 110 01 3110 3418302734 00 CAM DV 4070.034 a u --%%-- kz 29-04-19 186 01 0519 1580067638 00 FH 82:XHZ-259 <2> u --%%-- z 05-02-16 186 02 0519 1720644152 00 FH 82:XHZ-259 <2> u --%%-- z 24-11-17 235 01 3235/025 1802533176 00 NLÖ : HGC MA 20 Bivan i --%%-- zS25 06-09-18 370 01 4370 1411174461 00 EG ST 250 R 004 (2) u --%%-- 01 --%%-- Cc 1465 --%%-- --%%-- z 03-07-13 2002 01 DE-21-19 3099665797 00 V6 Sb 210b 1.Ex. p --%%-- l01 06-07-16 2002 02 DE-21-19 3099665827 00 V6 Sb 210b 2.Ex. p --%%-- l02 18-08-16 2004 12 DE-25-5 3099665940 00 --%%-- Frei 5: FELIS/GIS/058 p --%%-- l01 15-06-15 2006 01 DE-14 3099665983 00 --%%-- --%%-- --%%-- --%%-- l01 10-07-13 2007 01 DE-352 3099666025 00 --%%-- --%%-- --%%-- --%%-- l01 24-10-16 2010 01 DE-15-292 3099666068 00 --%%-- --%%-- --%%-- --%%-- l01 24-09-18 2026 01 DE-100 3099666122 00 11 ST 250 R01 B6(2) --%%-- --%%-- l01 10-07-13 2026 12 DE-100-520 3099666130 00 520K Biv 001 n n l01 09-04-14 2148 01 DE-950 3099666254 00 --%%-- math 6/318 --%%-- l l01 26-07-13 2149 01 DE-Loer2-1 3099666319 00 --%%-- QH 234 --%%-- n l01 16-02-16 2244 01 DE-982 3099666386 00 --%%-- --%%-- n --%%-- l01 16-10-13 186 00 DE-519 00 Raumdaten / Datenanalyse 186 00 DE-519 01 Geodaten / R <Programm> 21 00 DE-46 30 sow 073 eh 21 00 DE-46 99 29 31 00 DE-27 00 INF:GS:0000 110 00 DE-Luen4 00 DV 4070 20 01 0084 84$103311191 20 02 0084 84$103311188 21 01 0046 46$0004868986 31 01 0027 27$030186560 65 01 3/19 3/19$000539600 65 02 3/19 3/19$000675407 70 01 0089 89$135228026 110 01 3110 LUN4$08037043 186 01 0519 519$0199297X 186 02 0519 519$02042932 235 01 3235/025 S25$0486310 370 01 4370 HC028550 2002 01 DE-21-19 601404836911 2002 02 DE-21-19 601404878911 20 01 0084 14008690 20 02 0084 14008690 21 01 0046 2014-05086 31 01 0027 U533183 65 01 3/19 19/2015/00530 65 02 3/19 19/2019/00035 110 01 3110 19-11074 186 01 0519 15/2899 186 02 0519 17/2541 370 01 4370 2013-1345 2002 01 DE-21-19 16/B 278 2002 02 DE-21-19 16/B 279 2026 12 DE-100-520 520K Biv 001 370 01 4370 2013.08.07 2002 01 DE-21-19 1608 S 2002 02 DE-21-19 1608 S 2004 12 DE-25-5 1525 |
| allfieldsGer |
2013938605 9781461476177 pbk. : USD 64.99 978-1-4614-7617-7 11399230 (DE-627)1604048204 (DE-576)389937312 (DE-599)BSZ389937312 (OCoLC)857289562 (OCoLC)855548199 (DE-604)BV041115940 (ZBM)1269.62045 (ZBM)1269.62045 DE-627 ger DE-627 rda eng XD-US XA-DE XA-NL QA278.2 RB 10104 BVB rvk (DE-625)rvk/142220:12617 QH 234 BSZ rvk (DE-625)rvk/141549: ST 601 BSZ rvk (DE-625)rvk/143682: ST 690 BSZ rvk (DE-625)rvk/143691: ST 250 BSZ rvk (DE-625)rvk/143626: MR 2200 BSZ rvk (DE-625)rvk/123489: *62H11 msc 62M30 msc 62-04 msc 62-02 msc 62-01 msc 74.48 bkl 74.03 bkl 31.73 bkl Bivand, Roger 1951- verfasserin (DE-588)109813561 (DE-627)633841579 (DE-576)168973103 aut Applied spatial data analysis with R Roger S. Bivand; Edzer Pebesma; Virgilio Gómez-Rubio second edition New York Heidelberg Dordrecht London Springer 2013 XVIII, 405 Seiten Illustrationen, grafische Darstellungen, Karten Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier Use R! Literaturverzeichnis: Seiten 367 - 385 Hello World: Introducing Spatial DataClasses for Spatial Data in R -- Visualising Spatial Data -- Spatial Data Import and Export -- Further Methods for Handling Spatial Data -- Classes for spatio-temporal Data -- Spatial Point Pattern Analysis -- Interpolation and Geostatistics -- Modelling Areal Data -- Disease Mapping. "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, public administration and political science."-- Archivierung prüfen 20240324 DE-4165 3 pdager Spatial analysis (Statistics) Data processing R (Computer program language) Cartography Statistics s (DE-588)4206012-6 (DE-627)105131199 (DE-576)210172576 Raumdaten gnd s (DE-588)4123037-1 (DE-627)105758051 (DE-576)209556331 Datenanalyse gnd s (DE-588)4705956-4 (DE-627)356147487 (DE-576)215406362 R Programm gnd (DE-627) s (DE-588)4206012-6 (DE-627)105131199 (DE-576)210172576 Raumdaten gnd s (DE-588)4123037-1 (DE-627)105758051 (DE-576)209556331 Datenanalyse gnd (DE-627) Pebesma, Edzer J. 1967- verfasserin (DE-588)136857736 (DE-627)58781702X (DE-576)301312869 aut Gómez-Rubio, Virgilio verfasserin (DE-588)135987407 (DE-627)693958642 (DE-576)330164732 aut 9781461476184 eBook Online-Ausg. Bivand, Roger S. Applied Spatial Data Analysis with R 2nd ed. 2013 New York, NY : Springer, 2013 Online-Ressource (XVIII, 405 p. 121 illus., 89 illus. in color, digital) (DE-627)1652501703 (DE-576)386845700 9781461476184 Erscheint auch als Online-Ausgabe Bivand, Roger, 1951 - Applied spatial data analysis with R 2nd edition New York : Springer, 2013 1 Online-Ressource (xviii, 387 Seiten) (DE-627)1657152197 (DE-576)513648259 9781461476184 https://zbmath.org/?q=an:1269.62045 B:ZBM 2021-04-12 Verlag Zentralblatt MATH Inhaltstext https://swbplus.bsz-bw.de/bsz389937312cov.jpg V:DE-576 X:springer image/jpeg 20140212102545 Cover https://external.dandelon.com/download/attachments/dandelon/ids/DE004B37B0DC2D628B9E0C1257E0B002AB38C.pdf V:DE-601 X:AGI pdf/application 2017-12-02 Verlag Inhaltsverzeichnis (DE-627)751151378 GBV_ILN_20 ISIL_DE-84 SYSFLAG_1 GBV_KXP SSG-OPC-MAT GBV_ILN_21 ISIL_DE-46 GBV_ILN_31 ISIL_DE-27 GBV_ILN_65 ISIL_DE-3 GBV_ILN_65_a019 GBV_ILN_70 ISIL_DE-89 GBV_ILN_110 ISIL_DE-Luen4 GBV_ILN_186 ISIL_DE-519 GBV_ILN_235 ISIL_DE-616 GBV_ILN_235_S25 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2002 ISIL_DE-21-19 GBV_ILN_2004 ISIL_DE-25-5 GBV_ILN_2006 ISIL_DE-14 GBV_ILN_2007 ISIL_DE-352 GBV_ILN_2010 ISIL_DE-15-292 GBV_ILN_2026 ISIL_DE-100 ISIL_DE-100-520 GBV_ILN_2148 ISIL_DE-950 GBV_ILN_2149 ISIL_DE-Loer2-1 GBV_ILN_2244 ISIL_DE-982 mdedup RB 10104 Datenverarbeitung, Geoinformatik Geografie Nicht regional gebundene Darstellungen Allgemeine Geografie Hilfswissenschaften Datenverarbeitung, Geoinformatik (DE-627)127212973X (DE-625)rvk/142220:12617 (DE-576)20212973X QH 234 Regression und Korrelation, Faktoren-, Komponenten-, Diskriminanzanalyse sowie sonstiger Methoden der mehrdimensionalen Analyse. Assoziation, Kontingenz, MOS, Kausalanalyse/Pfadanalyse/LISREL Wirtschaftswissenschaften Mathematik. Statistik. Ökonometrie. Unternehmensforschung Statistik Theoretische Statistik Regression und Korrelation, Faktoren-, Komponenten-, Diskriminanzanalyse sowie sonstiger Methoden der mehrdimensionalen Analyse. Assoziation, Kontingenz, MOS, Kausalanalyse/Pfadanalyse/LISREL (DE-627)1271477971 (DE-625)rvk/141549: (DE-576)201477971 ST 601 Einzelne Systeme (alphabetisch) Informatik Monografien Einzelne Anwendungen der Datenverarbeitung Datenverarbeitung in Anwendungsgebieten Mathematik, Statistik Einzelne Systeme (alphabetisch) (DE-627)127114283X (DE-625)rvk/143682: (DE-576)20114283X ST 690 Sonstige Informatik Monografien Einzelne Anwendungen der Datenverarbeitung Datenverarbeitung in Anwendungsgebieten Sonstige (DE-627)1270857355 (DE-625)rvk/143691: (DE-576)200857355 ST 250 Einzelne Programmiersprachen (A-Z) Informatik Monografien Software und -entwicklung Programmiersprachen Einzelne Programmiersprachen (A-Z) (DE-627)1270877445 (DE-625)rvk/143626: (DE-576)200877445 MR 2200 Datenverarbeitung und Kybernetik für Soziologen Soziologie Sozialwissenschaftliche Theorien und Methoden Methoden der Sozialforschung Datenverarbeitung und Kybernetik für Soziologen (DE-627)1271427508 (DE-625)rvk/123489: (DE-576)201427508 74.48 Geoinformationssysteme (DE-627)181570149 74.03 Methoden und Techniken der Geographie und Anthropogeographie (DE-627)106417797 31.73 Mathematische Statistik (DE-627)106418998 BO 045F 519.5 045F 519.50285 20 01 0084 148918838X 00 LB GW B 467 --%%-- --%%-- Erworben aus Studienbeiträgen k 17-07-14 20 02 0084 1494801698 00 LS2 GW B 467 s --%%-- Erworben aus Studienbeiträgen k 04-07-14 21 01 0046 1456536877 00 E02 a sow 073 eh/086(2) u --%%-- zza 13-03-14 31 01 0027 1639567887 00 J 24 INF:GS:0000:R:Biv:2013 d --%%-- z 05-10-16 65 01 3/19 1577396561 00 Ha 19 RB 10239 117 <2> u --%%-- ka019 23-11-15 65 02 3/19 1847313302 00 Ha 19 RB 10239 117 <2> a u --%%-- ka019 05-02-19 70 01 0089 1480666149 00 --%%-- T 14 B 5602 u --%%-- z 31-07-15 110 01 3110 3418302734 00 CAM DV 4070.034 a u --%%-- kz 29-04-19 186 01 0519 1580067638 00 FH 82:XHZ-259 <2> u --%%-- z 05-02-16 186 02 0519 1720644152 00 FH 82:XHZ-259 <2> u --%%-- z 24-11-17 235 01 3235/025 1802533176 00 NLÖ : HGC MA 20 Bivan i --%%-- zS25 06-09-18 370 01 4370 1411174461 00 EG ST 250 R 004 (2) u --%%-- 01 --%%-- Cc 1465 --%%-- --%%-- z 03-07-13 2002 01 DE-21-19 3099665797 00 V6 Sb 210b 1.Ex. p --%%-- l01 06-07-16 2002 02 DE-21-19 3099665827 00 V6 Sb 210b 2.Ex. p --%%-- l02 18-08-16 2004 12 DE-25-5 3099665940 00 --%%-- Frei 5: FELIS/GIS/058 p --%%-- l01 15-06-15 2006 01 DE-14 3099665983 00 --%%-- --%%-- --%%-- --%%-- l01 10-07-13 2007 01 DE-352 3099666025 00 --%%-- --%%-- --%%-- --%%-- l01 24-10-16 2010 01 DE-15-292 3099666068 00 --%%-- --%%-- --%%-- --%%-- l01 24-09-18 2026 01 DE-100 3099666122 00 11 ST 250 R01 B6(2) --%%-- --%%-- l01 10-07-13 2026 12 DE-100-520 3099666130 00 520K Biv 001 n n l01 09-04-14 2148 01 DE-950 3099666254 00 --%%-- math 6/318 --%%-- l l01 26-07-13 2149 01 DE-Loer2-1 3099666319 00 --%%-- QH 234 --%%-- n l01 16-02-16 2244 01 DE-982 3099666386 00 --%%-- --%%-- n --%%-- l01 16-10-13 186 00 DE-519 00 Raumdaten / Datenanalyse 186 00 DE-519 01 Geodaten / R <Programm> 21 00 DE-46 30 sow 073 eh 21 00 DE-46 99 29 31 00 DE-27 00 INF:GS:0000 110 00 DE-Luen4 00 DV 4070 20 01 0084 84$103311191 20 02 0084 84$103311188 21 01 0046 46$0004868986 31 01 0027 27$030186560 65 01 3/19 3/19$000539600 65 02 3/19 3/19$000675407 70 01 0089 89$135228026 110 01 3110 LUN4$08037043 186 01 0519 519$0199297X 186 02 0519 519$02042932 235 01 3235/025 S25$0486310 370 01 4370 HC028550 2002 01 DE-21-19 601404836911 2002 02 DE-21-19 601404878911 20 01 0084 14008690 20 02 0084 14008690 21 01 0046 2014-05086 31 01 0027 U533183 65 01 3/19 19/2015/00530 65 02 3/19 19/2019/00035 110 01 3110 19-11074 186 01 0519 15/2899 186 02 0519 17/2541 370 01 4370 2013-1345 2002 01 DE-21-19 16/B 278 2002 02 DE-21-19 16/B 279 2026 12 DE-100-520 520K Biv 001 370 01 4370 2013.08.07 2002 01 DE-21-19 1608 S 2002 02 DE-21-19 1608 S 2004 12 DE-25-5 1525 |
| allfieldsSound |
2013938605 9781461476177 pbk. : USD 64.99 978-1-4614-7617-7 11399230 (DE-627)1604048204 (DE-576)389937312 (DE-599)BSZ389937312 (OCoLC)857289562 (OCoLC)855548199 (DE-604)BV041115940 (ZBM)1269.62045 (ZBM)1269.62045 DE-627 ger DE-627 rda eng XD-US XA-DE XA-NL QA278.2 RB 10104 BVB rvk (DE-625)rvk/142220:12617 QH 234 BSZ rvk (DE-625)rvk/141549: ST 601 BSZ rvk (DE-625)rvk/143682: ST 690 BSZ rvk (DE-625)rvk/143691: ST 250 BSZ rvk (DE-625)rvk/143626: MR 2200 BSZ rvk (DE-625)rvk/123489: *62H11 msc 62M30 msc 62-04 msc 62-02 msc 62-01 msc 74.48 bkl 74.03 bkl 31.73 bkl Bivand, Roger 1951- verfasserin (DE-588)109813561 (DE-627)633841579 (DE-576)168973103 aut Applied spatial data analysis with R Roger S. Bivand; Edzer Pebesma; Virgilio Gómez-Rubio second edition New York Heidelberg Dordrecht London Springer 2013 XVIII, 405 Seiten Illustrationen, grafische Darstellungen, Karten Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier Use R! Literaturverzeichnis: Seiten 367 - 385 Hello World: Introducing Spatial DataClasses for Spatial Data in R -- Visualising Spatial Data -- Spatial Data Import and Export -- Further Methods for Handling Spatial Data -- Classes for spatio-temporal Data -- Spatial Point Pattern Analysis -- Interpolation and Geostatistics -- Modelling Areal Data -- Disease Mapping. "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, public administration and political science."-- Archivierung prüfen 20240324 DE-4165 3 pdager Spatial analysis (Statistics) Data processing R (Computer program language) Cartography Statistics s (DE-588)4206012-6 (DE-627)105131199 (DE-576)210172576 Raumdaten gnd s (DE-588)4123037-1 (DE-627)105758051 (DE-576)209556331 Datenanalyse gnd s (DE-588)4705956-4 (DE-627)356147487 (DE-576)215406362 R Programm gnd (DE-627) s (DE-588)4206012-6 (DE-627)105131199 (DE-576)210172576 Raumdaten gnd s (DE-588)4123037-1 (DE-627)105758051 (DE-576)209556331 Datenanalyse gnd (DE-627) Pebesma, Edzer J. 1967- verfasserin (DE-588)136857736 (DE-627)58781702X (DE-576)301312869 aut Gómez-Rubio, Virgilio verfasserin (DE-588)135987407 (DE-627)693958642 (DE-576)330164732 aut 9781461476184 eBook Online-Ausg. Bivand, Roger S. Applied Spatial Data Analysis with R 2nd ed. 2013 New York, NY : Springer, 2013 Online-Ressource (XVIII, 405 p. 121 illus., 89 illus. in color, digital) (DE-627)1652501703 (DE-576)386845700 9781461476184 Erscheint auch als Online-Ausgabe Bivand, Roger, 1951 - Applied spatial data analysis with R 2nd edition New York : Springer, 2013 1 Online-Ressource (xviii, 387 Seiten) (DE-627)1657152197 (DE-576)513648259 9781461476184 https://zbmath.org/?q=an:1269.62045 B:ZBM 2021-04-12 Verlag Zentralblatt MATH Inhaltstext https://swbplus.bsz-bw.de/bsz389937312cov.jpg V:DE-576 X:springer image/jpeg 20140212102545 Cover https://external.dandelon.com/download/attachments/dandelon/ids/DE004B37B0DC2D628B9E0C1257E0B002AB38C.pdf V:DE-601 X:AGI pdf/application 2017-12-02 Verlag Inhaltsverzeichnis (DE-627)751151378 GBV_ILN_20 ISIL_DE-84 SYSFLAG_1 GBV_KXP SSG-OPC-MAT GBV_ILN_21 ISIL_DE-46 GBV_ILN_31 ISIL_DE-27 GBV_ILN_65 ISIL_DE-3 GBV_ILN_65_a019 GBV_ILN_70 ISIL_DE-89 GBV_ILN_110 ISIL_DE-Luen4 GBV_ILN_186 ISIL_DE-519 GBV_ILN_235 ISIL_DE-616 GBV_ILN_235_S25 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2002 ISIL_DE-21-19 GBV_ILN_2004 ISIL_DE-25-5 GBV_ILN_2006 ISIL_DE-14 GBV_ILN_2007 ISIL_DE-352 GBV_ILN_2010 ISIL_DE-15-292 GBV_ILN_2026 ISIL_DE-100 ISIL_DE-100-520 GBV_ILN_2148 ISIL_DE-950 GBV_ILN_2149 ISIL_DE-Loer2-1 GBV_ILN_2244 ISIL_DE-982 mdedup RB 10104 Datenverarbeitung, Geoinformatik Geografie Nicht regional gebundene Darstellungen Allgemeine Geografie Hilfswissenschaften Datenverarbeitung, Geoinformatik (DE-627)127212973X (DE-625)rvk/142220:12617 (DE-576)20212973X QH 234 Regression und Korrelation, Faktoren-, Komponenten-, Diskriminanzanalyse sowie sonstiger Methoden der mehrdimensionalen Analyse. 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"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, public administration and political science."-- Literaturverzeichnis: Seiten 367 - 385 |
| abstractGer |
"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, public administration and political science."-- Literaturverzeichnis: Seiten 367 - 385 |
| abstract_unstemmed |
"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, public administration and political science."-- Literaturverzeichnis: Seiten 367 - 385 |
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| title_short |
Applied spatial data analysis with R |
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Roger S. Bivand • Edzer Pebesma Virgilio Gomez-Rubio Applied Spatial Data Analysis with R Second Edition Springer Contents Preface (Second Edition) vii Preface (First Edition) xi … Hello World: Introducing Spatial Data … Applied Spatial Data Analysis … Why Do We Use R … In General? … for Spatial Data Analysis? … and for Reproducible Research? … R and GIS … What Is GIS? … Service-Oriented Architectures … Further Reading on GIS … Types of Spatial Data … Storage and Display … Applied Spatial Data Analysis … R Spatial Resources … Layout of the Book Part I Handling Spatial Data in R … Classes for Spatial Data in R … Introduction … Classes and Methods in R … Spatial Objects … SpatialPoints … Methods … Data Frames for Spatial Point Data … xiii xiv Contents … SpatialLines … SpatialPolygons … SpatialPolygonsDataFrame Objects … Holes and Ring Direction … SpatialGrid and SpatialPixel Objects … Easter Objects and the raster Package … Visualising Spatial Data … The Traditional Plot System … Plotting Points, Lines, Polygons, and Grids … Axes and Layout Elements … Degrees in Axes Labels and Reference Grid … Plot Size, Plotting Area, Map Scale, and Multiple Plots … Plotting Attributes and Map Legends … Trellis/Lattice Plots with spplot … A Straight Trellis Example … Plotting Points, Lines, Polygons, and Grids … Adding Reference and Layout Elements to Plots … Arranging Panel Layout … Alternatives Routes: ggplot, latticeExtra … Interactive Plots … Interacting with Base Graphics … Interacting with spplot and Lattice Plots … Colour Palettes and Class Intervals … Colour Palettes … Class Intervals … Spatial Data Import and Export … Coordinate Reference Systems … Using the EPSG List … PRO J. … CRS Specification … Projection and Transformation … Degrees, Minutes, and Seconds … Vector File Formats … Using OGR Drivers in rgdal … Other Import/Export Functions … Raster File Formats … Using GDAL Drivers in rgdal … Other Import/Export Functions … Google Earth™, Google Maps™ and Other Formats … Geographical Resources Analysis Support System (GRASS) … Broad Street Cholera Data … Other Import/Export Interfaces … Analysis and Visualisation Applications … Contents … TerraLib and aRT … Other GIS Systems … Installing rgdal xv … Further Methods for Handling Spatial Data … Support … Handling and Combining Features … The rgeos Package … Using rgeos … Map Overlay or Spatial Join … Spatial Aggregation … Using the raster Package for Extract Operations … Spatial Sampling … Auxiliary Functions … Spatio-Temporal Data … Introduction … Types of Spatio-Temporal Data … Spatial Point or Area, Time Instance or Interval … Are Space and Time of Primary Interest? … Regularity of Space-Time Layouts … Do Objects Change Location? … Classes in spacetime … Handling Time Series Data with xts … Construction of ST Objects … Selection, Addition, and Replacement of Attributes … Overlay and Aggregation … Visualisation … Multi-panel Plots … Space-Time Plots … Animated Plots … Time Series Plots … Further Packages … Handling Spatio-Temporal Data … Analysing Spatio-Temporal Data … Outlook .H … Part II Analysing Spatial Data … Spatial Point Pattern Analysis … Introduction … Packages for the Analysis of Spatial Point Patterns … Preliminary Analysis of a Point Pattern … Complete Spatial Randomness … G Function: Distance to the Nearest Event … xvi … F Function: Distance from a Point to the Nearest Event … Statistical Analysis of Spatial Point Processes … Homogeneous Poisson Processes … Inhomogeneous Poisson Processes … Estimation of the Intensity … Likelihood of an Inhomogeneous Poisson Process … Second-Order Properties … Some Applications in Spatial Epidemiology … Case-Control Studies … Binary Regression Estimator … Binary Regression Using Generalised Additive Models … Point Source Pollution … Accounting for Confounding and Covariates … Further Methods for the Analysis of Point Patterns Interpolation and Geostatistics … Introduction … Exploratory Data Analysis … Non-geostatistical Interpolation Methods … Inverse Distance Weighted Interpolation … Linear Regression … Estimating Spatial Correlation: The Variogram … Exploratory Variogram Analysis … Cutoff, Lag Width, Direction Dependence … Variogram Modelling … Anisotropy … Multivariable Variogram Modelling … Residual Variogram Modelling … Spatial Prediction … Universal, Ordinary, and Simple Kriging … Multivariable Prediction: Cokriging … Collocated Cokriging … Cokriging "Contrasts … Kriging in a Local Neighbourhood … Change of Support: Block Kriging … Stratifying the Domain … Trend Functions and Their Coefficients … Non-linear Transforms of the Response Variable … Singular Matrix Errors … Kriging, Filtering, Smoothing … Model Diagnostics … Cross Validation Residuals … Cross Validation z-Scores … Contents … xvii … Multivariable Cross Validation … Limitations to Cross Validation Geostatistical Simulation … Sequential Simulation … Non-linear Spatial Aggregation and Block Averages … Multivariable and Indicator Simulation Model-Based Geostatistics and Bayesian Approaches Monitoring Network Optimisation Other R Packages for Interpolation and Geostatistics … Non-geostatistical Interpolation … Spatial … RandomFields … geoR and geoRglm … Fields … spBayes Spatio-Temporal Prediction … Modelling Areal Data … Introduction … Spatial Neighbours and Spatial Weights … Neighbour Objects … Spatial Weights Objects … Handling Spatial Weights Objects … Using Weights to Simulate Spatial Autocorrelation … Testing for Spatial Autocorrelation … Global Tests … Local Tests … Fitting Models of Areal Data … Spatial Statistics Approaches … Spatial Econometrics Approaches … Other Methods … Disease Mapping … Introduction … Statistical Models … Poisson-Gamma Model … Log-Normal Model … Marshall's Global EB Estimator … Spatially Structured Statistical Models … Bayesian Hierarchical Models … The Poisson-Gamma Model Revisited … Spatial Models … Geoadditive Models … Detection of Clusters of Disease … Testing the Homogeneity of the Relative Risks … Moran's I Test of Spatial Autocorrelation … Tango's Test of General Clustering … xviii Contents … Detection of the Location of a Cluster … Geographical Analysis Machine … Kulldorff's Statistic … Stone's Test for Localised Clusters … Spatio-Temporal Disease Mapping … Introduction … Spatio-Temporal Modelling of Disease … Other Topics in Disease Mapping … Afterword R and Package Versions Used Data Sets Used … References … Subject Index … Functions Index … |
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7.013177 |