Spatial Statistics and Analysis

Techniques and Applications

Anzhelika Antipova (Autor)

Buch | Softcover

500 Seiten

2026
Academic Press Inc (Verlag)
978-0-443-24800-9 (ISBN)

Noch nicht erschienen (ca. Januar 2026)
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Spatial Statistics and Analysis: Techniques and Applications is an essential resource for anyone interested in the theory and application of spatial statistics. This comprehensive text delves into the principles, tools, and methods used in spatial analysis, making it invaluable for undergraduate and graduate students, researchers, and professionals across various fields including geography, public health, engineering, and social sciences. With hands-on exercises, the book guides readers through complex topics and ensures a deep understanding of spatial data analysis. In addition to covering key terms and tools, this valuable resource explores scales of measurement, data distributions, and spatial dataset visualizations.

Other sections examine spatial statistical relationships, point and areal pattern analysis, complex spatial patterns, and geostatistical analysis. The text also addresses spatial error and uncertainty and includes practical applications of Markov chains. Supplementary resources such as instructional slides, lab activities, data sets, and graphic illustrations are provided to aid both teaching and learning.

Dr.Anzhelika Antipova is an urban geographer with broad research interests in travel behavior and transportation, medical/health geography and wellbeing, and economic geography. She is using traditional statistical techniques, spatial statistics and analysis, and geographic information system (GIS) as tools in her research. Her work contributes to important techniques that can be applied by other researchers and practitioners towards their research objectives. She improved consistent criteria for employment delineation and job-rich areas (job center, sub-center, job cluster) and applied towards the Memphis Aerotropolis identification in Memphis, TN. She developed the Social Disadvantage Index (SDI) that can identify communities vulnerable to pandemics such as the COVID-19 based on the risk factors for severe disease outcomes. At the University of Memphis, she teaches Quantitative methods, Spatial Statistics, Urban Geography, Transportation geography, Economic and Social Geography and GIS, and Cultural geography.

1. Introduction. The Role of Spatial Analysis
2. Using measurements in spatial analysis
3. Using statistical measures to analyze data distributions
4. Visualizing spatial datasets and exploratory data analysis
5. Studying spatial statistical relationships and correlation, OLS and GWR
6. Studying point features distributions and point pattern analysis
7. Studying areal features distributions and areal pattern analysis using global and local statistics
8. Studying complex spatial patterns and geostatistical analysis
9. Conclusion: More Advanced Topics

Erscheinungsdatum	04.11.2025
Verlagsort	San Diego
Sprache	englisch
Maße	191 x 235 mm
Gewicht	450 g
Themenwelt	Mathematik / Informatik ► Informatik
	Mathematik / Informatik ► Mathematik ► Statistik
	Naturwissenschaften ► Geowissenschaften ► Geografie / Kartografie
	Naturwissenschaften ► Geowissenschaften ► Geologie
ISBN-10	0-443-24800-1 / 0443248001
ISBN-13	978-0-443-24800-9 / 9780443248009
Zustand	Neuware