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

There's a Stat for That!: What to Do & When to Do it

Autor Bruce B. Frey
en Limba Engleză Paperback – 3 iun 2015
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.
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Specificații

ISBN-13: 9781483318752
ISBN-10: 1483318753
Pagini: 120
Dimensiuni: 152 x 229 x 12 mm
Greutate: 0.18 kg
Ediția:1
Editura: SAGE Publications
Colecția Sage Publications, Inc
Locul publicării:Thousand Oaks, United States

Recenzii

[…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.

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.

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.

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.

Cuprins

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. 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

Notă biografică

Descriere

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.