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Geographic Data Analysis Using R

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 line...

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Bibliographische Detailangaben
1. Verfasser: He, Xindong (VerfasserIn)
Körperschaft: SpringerLink (Online service)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Singapore : Springer Nature Singapore : Imprint: Springer, 2024.
Ausgabe:1st ed. 2024.
Schlagworte:
Geographic information systems.
Regression analysis.
Environmental geography.
Operations research.
Geographical Information System.
Linear Models and Regression.
Integrated Geography.
Operations Research and Decision Theory.
Online-Zugang:https://doi.org/10.1007/978-981-97-4022-2
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Inhaltsangabe:
  • Introduction to Geographic Data and R
  • Descriptive Analysis of Geographic Data
  • Correlation Analysis
  • Linear Regression Analysis
  • Geographically Weighted Regression Analysis
  • Time Series Analysis
  • Cluster Analysis
  • Principal Component Analysis (PCA)
  • Markov Chain Analysis
  • Geographic Network Analysis
  • Spatial Interpolation.

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