Local Models for Spatial Analysis

With new chapters addressing spatial patterning in single variables and spatial relations, this second edition provides guidance to a wide variety of real-world problems. Focusing on solutions, it presents a complete introduction to key concepts and a clear mapping of the methods discussed. The text explores connections between methods. In addition, every chapter now includes links to key related studies. The author clearly distinguishes between local and global methods and provides more detailed coverage of geographical weighting, image texture measures, local spatial autocorrelation, and multicollinearity and geographically weighted regression.