For now this is an unorganized collection of material useful for prediction in a statistical context.
Chapter 0: Basic Concepts
Chapter 1: Fitting distributions
Chapter 2a: Linear Mixed Models (part a)
Chapter 2b: Linear Mixed Models (part b)
Chapter 3: Best Linear Unbiased Predictions