استدلال آماری در علوم رفتاری ۲۰۱۸
Statistical Reasoning in the Behavioral Sciences 2018

1. Cover

2. Title Page

3. Copyright

4. Preface

5. About the Book and Authors

6. Contents

1 Introduction

2 Frequency Distributions, Percentiles, and Percentile Ranks

3 Graphic Representation of Frequency Distributions

4 Central Tendency

5 Variability and Standard (z) Scores

6 Standard Scores and the Normal Curve

7 Correlation

8 Prediction

9 Interpretive Aspects of Correlation and Regression

10 Probability

11 Random Sampling and Sampling Distributions

12 Introduction to Statistical Inference: Testing Hypotheses about a Single Mean (z)

13 Testing Hypotheses About a Single Mean When 𝜎 is Unknown (t)

14 Interpreting the Results of Hypothesis Testing: Effect Size, Type I and Type II Errors, and Power

15 Testing Hypotheses about the Difference between Two Independent Groups

16 Testing for a Difference between Two Dependent (Correlated) Groups

17 Inference about Correlation Coefficients

18 An Alternative to Hypothesis Testing: Confidence Intervals

19 Testing for Differences among Three or More Groups: One-Way Analysis of Variance (and Some Alternatives)

20 Factorial Analysis of Variance: The Two-Factor Design

21 Chi-Square and Inference about Frequencies

22 Some (Almost) Assumption-Free Tests

29. Epilogue

30. Appendix A Review of Basic Mathematics

31. Appendix B List of Symbols

32. Appendix C Answers to Problems

33. Appendix D Statistical Tables

34. References

35. Index

36. EULA