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Explaining Psychological Statistics
Barry H. Cohen (Author)
9781118436608, Wiley
Hardback, published 21 January 2014
848 pages
25.6 x 17.5 x 3.8 cm, 1.429 kg
A clear and accessible statistics text— now fully updated and revised Now with a new chapter showing students how to apply the right test in the right way to yield the most accurate and true result, Explaining Psychological Statistics, Fourth Edition offers students an engaging introduction to the field. Presenting the material in a logically flowing, non-intimidating way, this comprehensive text covers both introductory and advanced topics in statistics, from the basic concepts (and limitations) of null hypothesis testing to mixed-design ANOVA and multiple regression. The Fourth Edition covers:
Preface to the Third Edition xxv Acknowledgments xxxi Part One Descriptive Statistics 1 Chapter 1 Introduction To Psychological Statistics 1 Chapter 2 Frequency Tables, Graphs, And Distributions 27 Chapter 3 Measures Of Central Tendency And Variability 57 Chapter 4 Standardized Scores And The Normal Distribution 99 Part Two One- and Two-Sample Hypothesis Tests 135 Chapter 5 Introduction to Hypothesis Testing: The One-Sample z Test 135 Chapter 6 Interval Estimation and the t Distribution 173 Chapter 7 The t Test for Two Independent Sample Means 203 Chapter 8 Statistical Power and Effect Size 237 Part Three Hypothesis Tests Involving Two Measures on Each Subject 271 Chapter 9 Linear Correlation 271 Chapter 10 Linear Regression 303 Chapter 11 The Matched t Test 337 Part Four Analysis of Variance without Repeated Measures 365 Chapter 12 One-Way Independent ANOVA 365 Chapter 13 Multiple Comparisons 407 Chapter 14 Two-Way ANOVA 451 Part Five Analysis of Variance with Repeated Measures 501 Chapter 15 Repeated Measures ANOVA 501 Chapter 16 Two-Way Mixed Design ANOVA 545 Part Six Multiple Regression and Its Connection to ANOVA 585 Chapter 17 Multiple Regression 585 Chapter 18 The Regression Approach to ANOVA 639 Part Seven Nonparametric Statistics 685 Chapter 19 The Binomial Distribution 685 Chapter 20 Chi-Square Tests 713 Appendix A Statistical Tables 743 Appendix B Answers To Selected Exercises in Sections A and B 759 Appendix C Data from IHNO's Experiment 777 References 781 Index 787
Subject Areas: Psychology [JM]
