Contents

Preface

Notation

1.Introduction

2.Histogram

3.Nonparametric density estimation

4.Nonparametric regression

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