Nonparametric statistics for social and behavioral sciences / M. Kraska-Miller, Auburn University, Alabama, USA.
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| Published: |
Boca Raton :
CRC Press,
[2014]
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| Online Access: | |
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| Format: | eBook |
Table of Contents:
- 1. Introduction to Research in Social and Behavioral Sciences:
- Basic Principles of Research
- Planning for Research
- Types of Research Designs
- Sampling Procedures
- Validity and Reliability of Measurement Instruments
- Steps of the Research Process
- 2. Introduction to Nonparametric Statistics:
- Data Analysis
- Overview of Nonparametric Statistics and Parametric Statistics
- Overview of Parametric Statistics
- Overview of Nonparametric Statistics
- Importance of Nonparametric Methods
- Measurement Instruments
- 3. Analysis of Data to Determine Association and Agreement:
- Pearson Chi-Square Test of Association and Independence
- Contingency Coefficient
- Phi Coefficient and Cram's V Coefficient
- Kendall's Taub and Tauc
- Kappa Statistic
- Spearman Rank-Order Correlation Coefficient
- 4. Analyses for Two Independent Samples:
- Fisher's Exact Test for 2 x 2 Tables
- Median Test
- Wilcoxon-Mann-Whitney U Test
- Kolmogorov-Smirnov Two-Sample Test
- Hodges-Lehman Estimate for Confidence Interval
- Moses Extreme Reaction Test
- 5. Analysis of Multiple Independent Samples:
- Kruskal-Wallis One-Way Analysis of Variance by Ranks Test
- Extended Median Test
- Jonckheere-Terpstra Test with Ordered Alternatives
- 6. Analysis of Two Dependent Samples:
- McNemar Change Test
- Sign Test for Two Related Samples
- Wilcoxon Signed Rank Test
- Hodges-Lehman Estimate for Confidence Interval
- 7. Tests for Multiple Related Samples:
- Cochran Q Test
- Friedman Analysis of Variance by Ranks Test
- Kendall's Coefficient of Concordance (W)
- 8. Analysis of Single Samples:
- Binomial Test
- One-Sample Sign Test
- One-Sample Runs Test for Randomness
- Pearson Chi-Square Test for Goodness-of-Fit
- Kolmogorov-Smirnov One-Sample Test.
