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Optimal design for nonlinear response models [electronic resource] / Valerii V Fedorov, Sergei L. Leonov.

By: Contributor(s): Material type: TextSeries: Chapman & Hall/CRC biostatistics series (Unnumbered)Publication details: Boca Raton : Taylor & Francis, 2014.Description: xxviii, 373 p. : illISBN:
  • 9781439821527 (ebook : PDF)
Subject(s): Genre/Form: Additional physical formats: No titleOnline resources: Available additional physical forms:
  • Also available in print edition.
Contents:
1. Regression models and their analysis -- 2. Convex design theory -- 3. Algorithms and numerical techniques -- 4. Optimal design under constraints -- 5. Nonlinear response models -- 6. Locally optimal designs in dose finding -- 7. Locally optimal designs in PK/PD studies -- 8. Adaptive model-based designs -- 9. Other applications of optimal designs -- 10. Useful matrix formulae.
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Includes bibliographical references (p. 337-367) and index.

1. Regression models and their analysis -- 2. Convex design theory -- 3. Algorithms and numerical techniques -- 4. Optimal design under constraints -- 5. Nonlinear response models -- 6. Locally optimal designs in dose finding -- 7. Locally optimal designs in PK/PD studies -- 8. Adaptive model-based designs -- 9. Other applications of optimal designs -- 10. Useful matrix formulae.

Also available in print edition.

Mode of access: World Wide Web.

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