Spatiotemporal analytics

著者

書誌事項

Spatiotemporal analytics

Jay Lee

CRC Press, Taylor & Francis Group, 2023

  • : hbk

大学図書館所蔵 件 / 全1件

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

- Provides a comprehensive understanding of spatiotemporal analytics to readers with minimum knowledge in statistics. - Written in a simple language, understandable, and with step-by-step instructions. - Includes numerous examples for all theories and methods explained in the book covering a wide range of applications from different disciplines. - Each application includes a software code needed to follow the instructions. - Each chapter is also prepared in PowerPoint slides to help instructors of a course on spatiotemporal analytics with the content explained.

目次

1. Introduction to Spatiotemporal Analytics. 2. Spatiotemporal Centrography and Dispersion. 3. Spatiotemporal Quadrat Analytics. 4. Spatiotemporal Nearest Neighbor Analytics. 5. Spatiotemporal Ripley's K and L Functions. 6. Spatiotemporal Autocorrelation Analytics. 7. Spatiotemporal G Statistical Analytics. 8. Spatiotemporal Kernel Density Estimation. 9. Spatiotemporally Weighted Regression. 10. Spatiotemporal Bayesian Regression. 11. Spatiotemporal Process Analytics and Simulations. 12. Spatiotemporal Analytical Unit Problems.

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