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Spatial analysis : statistics, visualization, and computational methods
- 자료유형
- 전자책
- n915134671
- ISBN
- 9781498707640 (electronic bk.)
- ISBN
- 1498707645 (electronic bk.)
- ISBN
- 9781498707633 (hardcover)
- ISBN
- 1498707637 (hardcover)
- 미국회청구기호
- G70.212-.O98 2016
- DDC
- 910.285-23
- 소장사항
-
MAIN
- 저자명
- Oyana, Tonny J.
- 서명/저자
- Spatial analysis : statistics, visualization, and computational methods / Tonny J. Oyana and Florence M. Margai
- 형태사항
- 1 online resource (xviii, 305 pages) : illustrations (some color)
- 초록/해제
- 요약 :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-sets that can be worked out in MS Excel or ArcGIS-as.
- 서지주기
- Includes bibliographical references.
- 내용주기
- 완전내용The 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.
- 기타저자
- Margai, Florence M.
- 기타형태저록
- Print versionOyana, Tonny J. Spatial analysis. Boca Raton, Fla. : Taylor & Francis, [2016] 9781498707633 (DLC) 2015017750 (OCoLC)907196150
- 전자적 위치 및 접속
- 링크정보보기
- Control Number
- yscl:139056
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