Spatial Statistics and Analysis: Techniques and Applications
暫譯: 空間統計與分析:技術與應用

Antipova, Anzhelika

  • 出版商: Academic Press
  • 出版日期: 2026-02-12
  • 售價: $3,570
  • 貴賓價: 9.5$3,391
  • 語言: 英文
  • 頁數: 432
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443248001
  • ISBN-13: 9780443248009
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

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.

商品描述(中文翻譯)

《空間統計與分析:技術與應用》是對於任何對空間統計的理論與應用感興趣的人來說,都是一個必備的資源。這本全面的教材深入探討了空間分析中使用的原則、工具和方法,對於地理學、公共衛生、工程學和社會科學等各個領域的本科生、研究生、研究人員和專業人士來說,都是無價的。書中包含實作練習,指導讀者理解複雜的主題,確保對空間數據分析有深入的理解。除了涵蓋關鍵術語和工具外,這本寶貴的資源還探討了測量尺度、數據分佈和空間數據集的可視化。

其他部分則檢視空間統計關係、點與面模式分析、複雜空間模式以及地質統計分析。文本還討論了空間誤差和不確定性,並包括馬可夫鏈的實際應用。為了輔助教學和學習,還提供了補充資源,如教學幻燈片、實驗活動、數據集和圖形插圖。