Geographic Data Analysis Using R - Xindong He - 書籍 - Springer Verlag, Singapore - 9789819740215 - 2024年8月3日
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Xindong He
Geographic Data Analysis Using R 2024 edition

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This book is structured to encompass both the foundational and specialized aspects of quantitative analysis in geography. The basic content covers descriptive statistical analysis and correlation analysis of geographical data, while the professional content delves into more advanced topics like linear regression analysis, geographically weighted regression analysis, time series analysis, cluster analysis, principal component analysis, Markov chain analysis, and geographical network analysis. The methodologies span from widely utilized techniques to more recent developments, and the data primarily originates from reputable sources in China.

The example code provided in the book can be executed using R packages available on the CRAN website. This book is an invaluable resource for undergraduate and graduate students, as well as researchers interested in learning and applying R for processing, visualizing, and analyzing geographic data. It serves as an introductory course in quantitative methods in geography for students in geography departments.

Additionally, it is an ideal supplementary text for applied methods courses across various disciplines that involve geographic data, such as human and physical geography, geographic information science, ecology, public health, crime, and economics. 

メディア 書籍     Hardcover Book   (ハードカバー付きの本)
リリース済み 2024年8月3日
ISBN13 9789819740215
出版社 Springer Verlag, Singapore
ページ数 225
寸法 150 × 220 × 20 mm   ·   544 g

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