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Nonparametric Smoothing and Lack-of-Fit Tests

by Hart, Jeffrey D. A

  • ISBN: 9780387949802
  • ISBN10: 0387949801

Nonparametric Smoothing and Lack-of-Fit Tests

by Hart, Jeffrey D. A

  • List Price: $199.00
  • Binding: Hardcover
  • Publisher: Springer-Verlag
  • Publish date: 07/01/1997
  • ISBN: 9780387949802
  • ISBN10: 0387949801
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Description: 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.
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