Schalal

0 前言

Reference Textbooks

• Spatial Statistics & Geostatistics, Yongwan Chun & Daniel A. Griffith, SAGE, 2013
• 空间数据分析, 苏世亮 & 李霖 & 翁敏, 测绘出版社, 2018
• 地理信息系统空间分析原理, 周成虎 & 裴韬 等, 科学出版社, 2011

Contents

This content is mainly based on Spatial Statistics & Geostatistics.

1. Introduction
2. Spatial Autocorrelation
3. Spatial Sampling
4. Spatial Composition and Configuration
5. Spatially Adjusted Regression and Related Spatial Econemetrics
6. Local Statistics: Hot and Cold Spots
7. Analyzing Spatial Variance and Covariance with Geostatistics and Related Techniques
8. Methods for Spatial Interpolation in Two Dimension
9. More Advanced Topics in Spatial Statistics

其他补充内容（可能与SSGS并不那么相关）：

1. 网络分析与可达性分析
2. 空间格局
3. 《SSGS》一书其他未涉及到的模型（结构方程模型、时间序列分析模型、空间决策树等）

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