Reviews approximation theory & limit theory for sequences of functions & basic notions of functional analysis. This title provides arguments that show how underlying mathematical & statistical theory work together. It covers expansion theory & discusses bootstrap, kernel smoothing, & Markov chain Monte Carlo.