Spatiotemporal Analytics

This book explains in very simple terms the concepts of spatiotemporal analytics and statistics, theories, and methods used. Each chapter introduces a case study as an example application for an in-depth learning process. The software used and the codes provided enable readers to learn statistics and use them effectively in their projects.

List of contents

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.

About the author

Jay Lee received his doctoral degree in Geography from the University of Western Ontario in 1989. Since then, he has tagut GIS and related courses at Kent State University. His research in applied geography aims at solving practical problems that the society faces. Dr. Lee applied spatial and spatiotemporal analysis of geographic information in his works of over 120 published journal articles, book chapters and books. Among others, he has co-authored two widely read books on statistical analysis of geographic information with GIS. Dr. Lee's research grants include funding supports from NSF, USGS, EPA, NIJ, HUD, NASA, NOAA, and other state and local agencies.

Summary

This book explains in very simple terms the concepts of spatiotemporal analytics and statistics, theories, and methods used. Each chapter introduces a case study as an example application for an in-depth learning process. The software used and the codes provided enable readers to learn statistics and use them effectively in their projects.

Product details

• Authors: Jay Lee, Lee Jay
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 17.03.2023
• EAN: 9781032303055
• ISBN: 978-1-0-3230305-5
• No. of pages: 256
• Subjects: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; SCIENCE / Earth Sciences / Geography, MATHEMATICS / Probability & Statistics / General, SCIENCE / Earth Sciences / General, TECHNOLOGY & ENGINEERING / Environmental / General, Applied ecology, Pollution & threats to the environment, Science / Environmental Science, Earth Sciences, Probability & statistics, Human Geography, Probability and statistics, Pollution and threats to the environment, Research methods: general