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There's a Stat for That! Bruce B. Frey

There's a Stat for That! By Bruce B. Frey

There's a Stat for That! by Bruce B. Frey


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Summary

Offering students the opportunity to determine and understand statistical analysis by first choosing the answers to basic design questions, readers will find that this hands-on book simplifies a complex research design into a few basic components.

There's a Stat for That! Summary

There's a Stat for That!: What to Do & When to Do it by Bruce B. Frey

This is a very unique book that provides 40 different statistical procedures in brief modules. For of these procedures there is a description of the right procedure to use for your research question, and when you should use it. It also provides a sense of the logic behind the analysis and how it works. The different analyses are organized into 4 groups -- Frequency Analysis, Group Comparisons, Repeated Measures Analyses and Correlational Analyses.

This is not a book that "teaches" statistics but rather helps those who already have a knowledge of statistics refresh that knowledge and point them in the right direction of what "stat" to us and when to use it.

There's a Stat for That! Reviews

[...T]his is a book that students will keep for their entire career. It will be handy year after year as they are designing and conducting research. It will help them to design studies that answer their exact research hypothesis, rather than designing studies around the techniques they know how to use.

-- Joe Benz, University of Neraska Kearney

Clear writing style, nice tables and charts, and good references to journal articles for each statistic make this valuable for reviewing statistics and for helping decide which statistic to use in a research situation.

-- Dr. T. John Alexander, Texas Wesleyan University

The consistency of the visual presentation of the topics is very clear and helpful. Things to consider is more simple and easy to understand and use than any other supplemental books I have used.

-- Yeonsoo Kim, University of Nevada, Las Vegas

Short, concise treatment of topics is a notable strength of this book. Each test is boiled down to its basics, giving a precise and 'in the nutshell' reference that students are likely to find straightforward and helpful.

-- Nicole McDonald, Cornerstone University

About Bruce B. Frey

Bruce B. Frey, Ph.D., is an award-winning researcher, teacher, and professor of educational psychology at the University of Kansas. He is the author of There's a Stat for That!, Modern Classroom Assessment, and 100 Questions (and Answers) about Tests and Measurement for SAGE and associate editor of SAGE's Encyclopedia of Research Design. He also wrote Statistics Hacks for O'Reilly Media. His primary research interests include classroom assessment, instrument development, and program evaluation. In his spare time, Bruce leads a secret life as Professor Bubblegum, host of Echo Valley, a podcast that celebrates bubblegum pop music of the late 1960s. The show is wildly popular with the young people.

Table of Contents

There's a Stat for That! Preface Acknowledgments About the Author The Basics PART 1. FREQUENCY ANALYSIS Module 1. Binomial Test Module 2. Chi-Squared Module 3. Kolmogorov-Smirnov Test Module 4. Single-Sample t Test Module 5. Fisher Exact Test Module 6. Two-Way Chi-Squared PART 2. GROUP COMPARISONS Module 7. Mann-Whitney Test Module 8. Independent t Test Module 9. Median Test Module 10. Kruskal-Wallis Test Module 11. Analysis of Variance Module 12. Two-Way Analysis of Variance Module 13. aAalysis of Covariance Module 14. Multivariate Analysis of Variance PART 3. REPEATED MEASURES OF ANALYSES Module 15. McNemar Change Test Module 16. Wilcoxon Signed Ranks Test Module 17. Paired-Samples t Test Module 18. Cochran Q Test Module 19. Friedman Test Module 20. Repeated Measures Analysis of Variance Module 21. Two-Way Repeated Measures Module 22. Mixed Analysis of Variance Module 23. Time Series Analysis PART 4. CORRELATIONAL ANALYSES Module 24. Kappa Coefficient of Agreement Module 25. Spearman Correlation Coefficient Module 26. Phi Correlation Coefficient Module 27. Cramer's V Coefficient Module 28. Simple Logistic Regression Module 29. Multiple Logistic Regression Module 30. Discriminant Analysis Module 31. Pearson Correlation Coefficient Module 32. Simple Linear Regression Module 33. Multiple Linear Regression Module 34. Canonical Correlation Module 35. Exploratory Factor Analysis Module 36. Confirmatory Factor Analysis Module 37. Cluster Analysis Module 38. Path Analysis Module 39. Structural Equation Modeling Module 40. Hierarchical Linear Modeling Index

Additional information

NLS9781483318752
9781483318752
1483318753
There's a Stat for That!: What to Do & When to Do it by Bruce B. Frey
New
Paperback
SAGE Publications Inc
2015-06-04
120
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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Customer Reviews - There's a Stat for That!