Spatial Statistics for Data Science: Theory and Practice with R
By Paula Moraga
Added Tue November 7th, 2023
What is this?
Excerpt from book: Spatial Statistics for Data Science: Theory and Practice with R describes statistical methods, modeling approaches, and visualization techniques to analyze spatial data using R. The book starts by providing a comprehensive overview of the types of spatial data and R packages for spatial data retrieval, manipulation, and visualization. Then, it provides a detailed explanation of the theoretical concepts of spatial statistics, along with fully reproducible examples demonstrating how to simulate, describe, and analyze areal, geostatistical, and point pattern data in various applications.
- Link to free e-book here: https://www.paulamoraga.com/book-spatial/
- Link to purchase book here: https://www.routledge.com/Geospatial-Health-Data-Modeling-and-Visualization-with-R-INLA-and-Shiny/Moraga/p/book/9780367357955