Nonparametric Smoothing and Lack-Of-Fit Tests (Hardcover)

1. Introduction.- 2. Some Basic Ideas of Smoothing.- 3. Statistical Properties of Smoothers.- 4. Data-Driven Choice of Smoothing Parameters.- 5. Classical Lack-of-Fit Tests.- 6. Lack-of-Fit Tests Based on Linear Smoothers.- 7. Testing for Association via Automated Order Selection.- 8. Data-Driven Lack-of-Fit Tests for General Parametric Models.- 9. Extending the Scope of Application.- 10. Some Examples.- A.2. Bounds for the Distribution of Tcusum.- References.