TY  - BOOK
AU  - Oyana,Tonny J.
AU  - Margai,Florence M.
TI  - Spatial analysis: statistics, visualization, and computational methods 
SN  - 9781498707633 
U1  - 000SB:910 23
PY  - 2016///
CY  - Boca Raton
PB  - CRC Press
KW  - Spatial analysis (Statistics)
KW  - Geographic information systems
N1  - Includes bibliographical references and index; 1. Understanding the context and relevance of spatial analysis --
2. Making scientific observations and measurements in spatial analysis --
3. Using statistical measures to analyze data distributions --
4. Engaging in exploratory data analysis, visualization, and hypothesis testing --
5.Understanding spatial statistical relationships --
6. Engaging in point pattern analysis --
7. Engaging in areal pattern analysis using global and local statistics --
8. Engaging in geostatistical analysis --
9. Data science : understanding computing systems and analytics for big data
N2  - An introductory text for the next generation of geospatial analysts and data scientists, Spatial Analysis: Statistics, Visualization, and Computational Methods focuses on the fundamentals of spatial analysis using traditional, contemporary, and computational methods. Outlining both non-spatial and spatial statistical concepts, the authors present practical applications of geospatial data tools, techniques, and strategies in geographic studies. They offer a problem-based learning (PBL) approach to spatial analysis--containing hands-on problem-set that can be worked out in MS Excel or ArcGIS--as well as detailed illustrations and numerous case studies
ER  -