chapter 1 Statistical Models -- chapter 2 Data Structures -- chapter 3 Linear Algebra Tools -- chapter 4 The Classical Linear Model: Least Squares and Alternatives -- chapter 5 Nonlinear Models -- chapter 6 Generalized Linear Models -- chapter 7 Linear Mixed Models for Clustered Data -- chapter 8 Nonlinear Models for Clustered Data -- chapter 9 Statistical Models for Spatial Data.