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Methods of Randomization in Experimental Design: Quantitative Applications in the Social Sciences, cartea 171

Autor Valentim R. Alferes
en Limba Engleză Paperback – 12 noi 2012
In Methods of Randomization in Experimental Design, author Valentim R. Alferes presents the main procedures of random assignment and local control in between-subjects experimental designs and the counterbalancing schemes in within-subjects or cross-over experimental designs. Alferes uses a pedagogical strategy that allows the reader to implement all randomization methods by relying on the materials given in the appendices and using common features included in most word processor software. A companion website at www.sagepub.com/alferes provides downloadable 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.
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Specificații

ISBN-13: 9781452202921
ISBN-10: 1452202923
Pagini: 208
Ilustrații: Illustrations
Dimensiuni: 140 x 216 x 11 mm
Greutate: 0.22 kg
Ediția:1
Editura: SAGE Publications
Colecția Sage Publications, Inc
Seria Quantitative Applications in the Social Sciences

Locul publicării:Thousand Oaks, United States

Recenzii

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

Cuprins

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

Notă biografică


Descriere

This book provides a conceptual systematization and a practical tool for the randomization of between-subjects and within-subjects experimental designs.