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Methods of Randomization in Experimental Design
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Methods of Randomization in Experimental Design



November 2012 | 208 pages | SAGE Publications, Inc
This book provides a conceptual systematization and a practical tool for the randomization of between-subjects and within-subjects experimental designs in social, behavioural, and health sciences. The author adopts a pedagogical strategy that allows the reader to implement all randomization methods by relying on the materials given in the appendices and using the common features included in any word processor software. In the companion website (www.fpce.uc.pt/niips/randmethods), along with other supplementary materials, the reader can freely download IBM SPSS and R versions of SCRAED, a package that performs simple and complex random assignment in experimental design, including the 18 randomization methods presented in Chapters 2 and 3.
 
Chapter 1. Randomized Experiments
1.1 Nature and Structure of Randomized Experiments  
1.2 Experimental Design and Validity of Scientific Inferences  
1.3 Randomized Experiments and Methods of Randomization  
1.4 Terminological and Notational Issues  
 
Chapter 2. Between-Subjects Designs Randomization
2.1 Randomization and Local Control  
2.2 Completely Randomized Designs  
2.3 Restrictedly Randomized Designs: Blocking  
2.4 Restrictedly Randomized Designs: Stratifying  
2.5 Sequential Assignment and Adaptive Randomization Methods  
 
Chapter 3. Within-Subjects Designs Randomization
3.1 Basic Assumptions and Specific Threats to Validity  
3.2 Treatment Design and Methods of Randomization  
3.3 Random Counterbalancing  
3.4 Positional Counterbalancing  
3.5 Nonrestricted Sequential Counterbalancing  
3.6 Restricted Sequential Counterbalancing  
3.7 Factorial Designs  
 
Chapter 4. Validity Issues, Analysis Guidelines, and Reporting Standards
4.1 Planning and Monitoring Randomized Experiments  
4.2 Analyzing Randomized Experiments  
4.3 Reporting Randomized Experiments  
 
Appendix 1. Random Numbers
 
Appendix 2. Permutations, Arrangements, and Combinations
 
Appendix 3. Latin Squares

“This book does an excellent job covering the key issues.”

Richard Berk
University of Pennsylvania

Sample Materials & Chapters

CH 1


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