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" Spatial analysis : "
Tonny J. Oyana, Florence M. Margai
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BL
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| Record Number
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668569
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dltt
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| Main Entry
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Oyana, Tonny J
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| Title & Author
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Spatial analysis : : statistics, visualization, and computational methods /\ Tonny J. Oyana, Florence M. Margai
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| Page. NO
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xviii, 305 pages :: color illustrations, color maps ;; 24 cm
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| ISBN
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9781498707633
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: 1498707637
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: 9781498707640
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: 1498707645
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Includes bibliographical references and index
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| Contents
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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
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| Abstract
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"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"--Back cover
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| Subject
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Geographic information systems
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Spatial analysis (Statistics)
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| LC Classification
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G70.212.O98 2016
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| Added Entry
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Margai, Florence M
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