Model-Oriented Design of Experiments
This book presents the basic ideas of statistical methods in the design of optimal experiments. This new edition now includes sections on design techniques based on the elemental Fisher information matrices (as opposed to Pearson information/moment matrices), allowing a seamless extension of the des...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Livre numérique |
| Sprache: | Anglais |
| Veröffentlicht: |
New York, NY :
Springer New York
2025.
Cham : Springer Nature |
| Schriftenreihe: | Lecture Notes in Statistics
209 |
| Online Zugang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Anmerkung: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Model-Oriented Design of Experiments, Texte imprimé, 9781071643013 • Model-Oriented Design of Experiments, Texte imprimé, 9781071643037 • Model-Oriented Design of Experiments, Texte imprimé, 9781071643044 |
Inhaltsangabe:
- Preface
- Introduction
- 1. Some Facts From Regression Analysis
- 2. Convex Design Theory
- 3. Numerical Techniques
- 4. Optimal Design under Constraints
- 5. Special Cases and Applications
- A. Elemental Fisher Information
- B. Selected Formulas from Matrix Theory
- C. List of Symbols
- References
- Index.