Preface
Notation
1 Introduction
Part I Nonparametric Models
2 Histogram
3 Nonparametric Density Estimation
4 Nonparametric Regression
Part II Semiparametric Models
5 Semiparametric and Generalized Regression Models
6 Single Index Models
7 Generalized Partial Linear Models
8 Additive Models and Marginal Effects
9 Generalized Additive Models
Bibliography
Index