Geographic Data Analysis Using R
Geographic Data Analysis Using R
English | 2024 | ISBN: 9819740215 | 369 Pages | PDF EPUB (True) | 181 MB
English | 2024 | ISBN: 9819740215 | 369 Pages | PDF EPUB (True) | 181 MB
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.