Bruce Frey’s There’s a Stat for That! is a brief, straightforward, and to-the-point guide to deciding which statistical analysis to use and when to use it. Designed for consultants, researchers, students, and those who already have the resources to tell them how to perform the analyses, this text explains why a particular statistical approach is the right one to use. The book affirms that regardless of the group design, once the variables are chosen and the measurement strategy is worked out, one can rest assured that there is a stat for that!
Mục lục
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. a Aalysis of Covariance
Module 14. Multivariate Analysis of Variance
PART 3. REPEATED MEASURES OF ANALYSES
Module 15. Mc Nemar 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. Cramér’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
Giới thiệu về tác giả
Bruce B. Frey, Ph D, is an award-winning teacher and scholar at the University of Kansas. He has authored more than 100 research articles and papers. Among his books are the best-selling textbook, Statistics for People Who (Think They) Hate Statistics, Modern Classroom Assessment, and There’s a Stat for That!, all published by SAGE, and Stat Hacks published by O’Reilly. He is the editor of The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation. In his free time, he celebrates bubblegum pop music of the late 1960s on his popular podcast, Echo Valley.
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