The Handbook of Spatial Analysis is divided into four parts and fourteen chapters. The first three chapters match the stages one would follow to carry out a study with spatial data: describing the location of the observations, measuring spatial interactions and applying the appropriate model. Each chapter explains the theoretical foundations, gives practical applications based on data coming from public statistical institutes, and displays how to use the R statistical software to carry out the computations.
The handbook is available to download here