Spatial analysis : statistics, visualization, and computational methods

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Author(s): Margai, Florence M.; Oyana, Tonny J
Publisher: CRC Press
Year: 2015

Language: English
Pages: 316
Tags: Математика;Теория вероятностей и математическая статистика;Математическая статистика;Прикладная математическая статистика;Пространственная статистика;

Content: The context and relevance of spatial analysis --
Scientific observations and measurements in spatial analysis --
Using statistical measures to analyze data distributions --
Exploratory data analysis, visualization, and hypothesis testing --
Analyzing spatial statistical relationships --
Engaging in point pattern analysis --
Engaging in areal pattern analysis using global and local statistics --
Engaging in geostatistical analysis --
Data science : understanding computing systems and analytics for big data.