Beskrivelse
Analysis of Pretest-Posttest Designs
How do you analyze pretest-posttest data? Difference scores? Percent change scores? ANOVA? In medical psychological sociological and educational studies researchers often design experiments in which they collect baseline (pretest) data prior to randomization. However they often find it difficult to decide which method of statistical analysis is most appropriate to use. Until now consulting the available literature would prove a long and arduous task with papers sparsely scattered throughout journals and textbook references few and far between. Analysis of Pretest-Posttest Designs brings welcome relief from this conundrum. This one-stop reference - written specifically for researchers - answers the questions and helps clear the confusion about analyzing pretest-posttest data. Keeping derivations to a minimum and offering real life examples from a range of disciplines the author gathers and elucidates the concepts and techniques most useful for studies incorporating baseline data. Understand the pros and cons of different methods - ANOVA ANCOVA percent change difference scores and moreLearn to choose the most appropriate statistical test - Numerous Monte Carlo simulations compare the various tests and help you select the one best suited to your dataTackle more difficult analyses - The extensive SAS code included saves you programming time and effortRequiring just a basic background in statistics and experimental design this book incorporates most if not all of the reference material that deals with pretest-posttest data. If you use baseline data in your studies Analysis of Pretest-Posttest Designs will save you time increase your understanding and ultimately improve the interpretation and analysis of your data. Language: English
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Brand:
Unbranded
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Kategori:
Uddannelse
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Format:
Paperback
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Forlag / Pladeselskab:
CRC Press
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Udgivelsesdato:
2020/06/30
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Kunstner:
Peter L. Bonate
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Sprog:
English
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Antal sider:
220
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Fruugo ID:
337361713-740988937
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ISBN:
9780367578985
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