کتاب راهنمای طراحی و تحلیل آزمایش ها ۲۰۱۵
Handbook of Design and Analysis of Experiments 2015

1. Cover

2. Series

3. Contents

4. Preface

5. Editors

6. Contributors

7. Section I: General Principles

8. Chapter 1: History and Overview of Design and Analysis of Experiments

9. Chapter 2: Introduction to Linear Models

10. Section II: Designs for Linear Models

11. Chapter 3: Blocking with Independent Responses

12. Chapter 4: Crossover Designs

13. Chapter 5: Response Surface Experiments and Designs

14. Chapter 6: Design for Linear Regression Models with Correlated Errors

15. Section III: Designs Accommodating Multiple Factors

16. Chapter 7: Regular Fractional Factorial Designs

17. Chapter 8: Multistratum Fractional Factorial Designs

18. Chapter 9: Nonregular Factorial and Supersaturated Designs

19. Chapter 10: Structures Defined by Factors

20. Chapter 11: Algebraic Method in Experimental Design

21. Section IV: Optimal Design for Nonlinear and Spatial Models

22. Chapter 12: Optimal Design for Nonlinear and Spatial Models: Introduction and Historical Overview

23. Chapter 13: Designs for Generalized Linear Models

24. Chapter 14: Designs for Selected Nonlinear Models

25. Chapter 15: Optimal Design for Spatial Models

26. Section V: Computer Experiments

27. Chapter 16: Design of Computer Experiments: Introduction and Background

28. Chapter 17: Latin Hypercubes and Space-Filling Designs

29. Chapter 18: Design for Sensitivity Analysis

30. Chapter 19: Expected Improvement Designs

31. Section VI: Cross-Cutting Issues

32. Chapter 20: Robustness of Design

33. Chapter 21: Algorithmic Searches for Optimal Designs

34. Section VII: Design for Contemporary Applications

35. Chapter 22: Design for Discrete Choice Experiments

36. Chapter 23: Plate Designs in High-Throughput Screening Experiments for Drug Discovery

37. Chapter 24: Up-and-Down Designs for Dose-Finding

38. Chapter 25: Optimal Design for Event-Related fMRI Studies

39. Back Cover