Statistical Methods and Reasoning for the Clinical Sciences : Evidence-Based Practice.

Intro -- Contents -- Preface -- Introduction To Evidence-Based Statistics -- Acknowledgments -- 1. What Is Statistics? Descriptive and Inferential Statistics -- 2. Organizing and Graphing Data -- 3. Descriptive Methods: Measures of Central Tendency and Variability -- 4. Foundation of Standard Normal Distribution: Describing Individual Scores -- Chapters 5 and 6. Measuring the Strength of Association and Making Predictions: Correlation and Regression -- 5. Part 1. Measuring Relationships: Correlation -- 6. Part 2. Making Predictions: Regression -- 7. The Standard Normal Distribution -- 8. Probability -- 9. Hypothesis Testing: One Sample Case for the Mean -- 10. Hypothesis Testing: Two Sample Cases for the Mean -- 11. Making Inferences About Population Proportions -- 12. Estimating Population Parameters -- 13. Analysis of Variance: One-Way -- 14. Categorical Analysis: Chi-Square Tests -- 15. Not the Most Widely Used Methods but Important to Know for Determining"Practical and Personal Significance" -- 16. Useful Research Designs for Clinical Studies: Fundamental Concepts, Foundations, and Procedures -- Appendix A. Review of Basic Mathematics -- Appendix B. Some Statistical Applications and Questions (Adapted from the Literature): Several Case Studies -- Appendix C. Calculation of the Power of a Statistical Test -- Appendix D. Evidence-Based Medicine: Calculations of Various Probabilities with Nomogram -- Appendix E. Measures of Disorder/Disease Occurrence -- Appendix F. Flowchart for Classical Statistics Versus Bayesian Statistical Approach in Hypothesis Testing -- Appendix G. Sampling Techniques -- Appendix H. Writing a Proposal of ASHA Convention Paper -- Appendix I. The Fisher's p-Value Method for Hypothesis Testing (aka Combined Method) -- Appendix J. Single-Subject Designs -- Appendix K. Area Under the Standard Normal Curve for Values of z.

Appendix L. Standard Scores Corresponding to Percentile from 0.5000 to 0.9995 -- Appendix M. Critical Values of the t-Distribution -- Appendix N. The F-Distribution Values of F0.05, F0.025, and F0.01 -- Appendix O. Critical Values of Q -- Appendix P. The Chi-Square Distribution -- Appendix Q. Critical Values for the Wilcoxon Signed-Rank Test for n = 5 to 50 -- Appendix R. Critical Values for a Mann-Whitney U-Test -- Appendix S. Statistical Inference: A Bayesian Perspective -- References -- Index.

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Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.