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Explaining Psychological Statistics

Explaining Psychological Statistics


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About the Book

A comprehensive statistics text for graduate students Explaining Psychological Statistics, Second Edition successfully bridges the gap between statistics and research methods courses by incorporating research methods throughout the text. In a clear and engaging manner, this comprehensive text covers both introductory and advanced topics in statistics, including the concepts (and limitations) of hypothesis testing; linear correlation and regression; the t-test and matched t-test; basic analysis of variance in one- and two-way designs; and repeated measures ANOVA.This new edition also features: Multiple regression, the regression approach to one- and two-way ANOVA, and ANCOVA Advanced topics, such as the intraclass correlation, the analysis of Latin-square designs, and the analysis of trend components Relevant research designs for numerous areas of psychological research

Table of Contents:
Preface. Preface to the Second Edition: For the Instructor. Preface to the Second Edition: For the Student. Acknowledgments. PART One: DESCRIPTIVE STATISTICS. Chapter 1: INTRODUCTION TO PSYCHOLOGICAL STATISTICS. Chapter 2: FREQUENCY TABLES, GRAPHS, AND DISTRIBUTIONS. Chapter 3: MEASURES OF CENTRAL TENDENCY AND VARIABILITY. Chapter 4: STANDARDIZED SCORES AND THE NORMAL DISTRIBUTION. PART Two: ONE- AND TWO-SAMPLE HYPOTHESIS TESTS. Chapter 5: INTRODUCTION TO HYPOTHESIS TESTING: THE ONE-SAMPLE z TEST. Chapter 6: INTERVAL ESTIMATION AND THE t DISTRIBUTION. Chapter 7: THE t TEST FOR TWO INDEPENDENT SAMPLE MEANS. Chapter 8: STATISTICAL POWER AND EFFECT SIZE. PART Three: HYPOTHESIS TESTS INVOLVING TWO MEASURES ON EACH SUBJECT. Chapter 9: LINEAR CORRELATION. Chapter 10: LINEAR REGRESSION. Chapter 11: THE MATCHED t TEST. PART Four: ANALYSIS OF VARIANCE WITHOUT REPEATED MEASURES. Chapter 12: ONE-WAY INDEPENDENTANOVA. Chapter 13: MULTIPLE COMPARISONS. Chapter 14: TWO-WAYANOVA. PART Five: ANALYSIS OF VARIANCE WITH REPEATED MEASURES. Chapter 15: REPEATED MEASURESANOVA. Chapter 16: TWO-WAY MIXED DESIGNANOVA. PART Six: MULTIPLE REGRESSION AND ITS CONNECTION TO ANOVA. Chapter 17: MULTIPLE REGRESSION. Chapter 18: THE REGRESSION APPROACH TOANOVA. PART Seven: NON PARAMETRIC STATISTICS. Chapter 19: THE BINOMIAL DISTRIBUTION. Chapter 20: CHI-SQUARE TESTS. Chapter 21: STATISTICAL TESTS FOR ORDINAL DATA. Appendix A: STATISTICAL TABLES. Appendix B: ANSWERS TO SELECTED EXERCISES. References. Index.

About the Author :
BARRY H. COHEN, PhD, is the Associate Director of the master’s program in psychology at New York University, where he has been teaching statistics for more than fifteen years.


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Product Details
  • ISBN-13: 9780470311417
  • Publisher: John Wiley & Sons Inc
  • Publisher Imprint: John Wiley & Sons Inc
  • Edition: Revised edition
  • No of Pages: 792
  • ISBN-10: 047031141X
  • Publisher Date: 10 Dec 2007
  • Binding: Digital (delivered electronically)
  • Language: English


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