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1. Introduction
2. Outline
3. Population model vs. invoked population model
4. The randomization model
5. The importance of randomization
6. Outline - restricted randomization procedures
7. Randomization sequence
8. Restricted randomization
9. Forced-balance procedures
10. Permuted block design
11. Adaptive restricted procedures
12. Efron's biased coin design
13. Wei's urn design (1)
14. Wei's urn design (2)
15. Outline - stratification
16. Stratification (1)
17. Stratification (2)
18. Stratification (3)
19. Outline - randomization as a basis for inference
20. Randomization as a basis for inference
21. Unconditional and conditional tests
22. Family of linear rank tests (1)
23. Family of linear rank tests (2)
24. Family of linear rank tests (3)
25. Using randomization tests
26. Why not use them?
27. The Lindeberg condition
28. Large-sample test statistic
29. Outline - other forms of randomization
30. Other forms of randomization (1)
31. Other forms of randomization (2)

Topics Covered

• Randomization model for clinical trials and comparison to traditional sampling-based models
• Examples of randomization procedures used in practice
• Exploration of randomization as a basis for inference under the framework of the family of linear rank tests
• Randomization for the practicing biostatistician

Links

Series:

• Design and Analysis of Randomized Clinical Trials

Categories:

• Methods
• Pharmaceutical Sciences

Talk Citation

Publication History

• Published on October 1, 2007
• Archived on May 31, 2018

Financial Disclosures

• Prof. William Rosenberger, Other: Lecture materials based on scholarly textbook published with John Wiley and Sons, accrues royalties.