Having trouble finding a book that shows you not only how to analyze data but also how to collect the data appropriately and fully interpret the analysis, too? Here′s a new book that does all this in a particularly readable fashion. Turner and Thayer′s text:
- Shows how to design an experiment in the best possible way to investigate the topic of interest
- Explains which associated analysis will best answer your research question
- Demonstrates how to conduct the analysis and then fully interpret the results in the context of your research question
Organized so that the reader moves from the simplest type of design to more complex ones, the authors introduce five different kinds of ANOVA techniques and explain which design/analysis is appropriate to answer specific questions. They show how to perform each analysis using only a calculator to provide the reader with a better ‘feel’ for the analyses than simply seeing the mathematical answers on a computer print-out. The book concludes with tips for tests on ANOVA, and descriptions of how to use the knowledge gained from the text to determine the credibility of claims made and ‘statistics’ presented in various types of reports.
表中的内容
Introduction
The Need for Analysis of Variance (ANOVA)
Means, Variances, Sums of Squares and Degrees of Freedom
Independent Group ANOVAs
One-Factor Independent Groups ANOVA
Multiple Comparisons: Independent Groups
t-Tests
Two-Factor Independent Groups ANOVA
Repeated Measures ANOVAs
One-Factor Repeated Measures ANOVA
Multiple Comparisons: Dependent Measures
t-Tests
Two-Factor Mixed Measures ANOVA
Two-Factor Repeated Measures ANOVA
Overview and Final Thoughts
Some Tips for Tests on ANOVA
Every Day Benefits of a Feel for Statistics and for Evaluating Data
关于作者
Dr. Julian F. Thayer received his Ph.D. from New York University in psychophysiology with a minor in quantitative methods. Dr. Thayer has held faculty positions at Penn State University and the University of Missouri. Before moving to the Ohio State University in 2006 as the Ohio Eminent Scholar Professor in Health Psychology, Dr. Thayer was Chief of the Emotions and Quantitative Psychophysiology Section in the Laboratory of Personality and Cognition at the National Institute on Aging. He has also been a visiting professor at the University of Bergen in Norway and the Free University of Amsterdam and a Research Fellow in Residence at the STUDIO for Creative Inquiry at Carnegie Mellon University. He has published over 195 research papers and book chapters covering a wide range of topics including behavioral medicine, cardiology, emotion, psycho- pathology, bioengineering, research design and multivariate statistical techniques. Dr. Thayer has received numerous research awards including the Sigma Xi Research Recognition Award and the Early Career Award for Contributions to Psychosomatic Medicine from the American Psychosomatic Society, and he is a Fellow of the Society for Behavioral Medicine. He has also received a Fulbright Fellowship to conduct research on emotion in Norway and an Alexander von Humboldt Research Award to conduct research in Germany.
He is a former Associate Editor of Psychophysiology, on the editorial board of Psychosomatic Medicine as well as Music and Medicine and is an Associate Editor of Bio-Psycho-Social Medicine. He has also served as the program chair for the Society for Behavioral Medicine, the American Psychosomatic Society, and the Rocky Mountain Bioengineering Symposium. Dr. Thayer is currently the President of the Rocky Mountain Bioengineering Symposium and President Elect of the Academy of Behavioral Medicine Research.
Dr. Thayer is also a professional jazz musician with numerous recordings to his credit. Dr. Thayer has performed extensively throughout the United States and Europe including performances with Charlie Mariano, George Garzone, John Hicks, Terrell Stafford, Carter Jefferson, Vernon Reid, Paul Steven Ray, Pheeroan ak Laff, Scott Robinson, Klaus Suonsaari, Cyro Baptiste, Douglas Bown, Buck Hill, Emil Viklicky, Michael Weiss, Jim Beard, Eldar Djangirov, and Jimmy Cobb. He has recorded with Charlie Mariano, Geri Allen, Pheeroan ak Laff, Emil Viklicky, Paul Steven Ray, Scott Robinson, Frank Carlberg, Eli Fountain, Jarmo Savolainen, and Klaus Suonsaari.
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