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Spatial Data Science
With Applications in R
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MORE ABOUT THIS BOOK

Main description:

-Written by the authors of key spatial R packages
-Makes spatial data analysis more robust
-Integrates with the tidyverse and comparable approaches
-Includes many easily reproducible examples


Contents:

Part 1. Spatial Data 1. Getting Started 2. Coordinates 3. Geometries 4. Spherical Geometries 5. Attributes and Support 6. Data Cubes Part 2. R for Spatial Data Science 7. Introduction to sf and stars 8. Plotting spatial data 9. Large data and cloud native Part 3. Models for Spatial Data 10. Statistical modelling of spatial data 11. Point Pattern Analysis 12. Spatial Interpolation 13. Multivariate and Spatiotemporal Geostatistics 14. Proximity and Areal Data 15. Measures of spatial autocorrelation 16. Spatial Regression 17. Spatial econometrics models Appendix A. Older R Spatial Packages Appendix B. R basics


PRODUCT DETAILS

ISBN-13: 9781138311183
Publisher: Taylor & Francis (CRC Press)
Publication date: May, 2023
Pages: 328
Weight: 652g
Availability: Available
Subcategories: Epidemiology

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