Description
Book SynopsisBased on over 30 years of successful teaching experience in this course, Robert Pagano's introductory text takes an intuitive, concepts-based approach to descriptive and inferential statistics. He uses the sign test to introduce inferential statistics, empirically derived sampling distributions, many visual aids, and lots of interesting examples to promote reader understanding. One of the hallmarks of this text is the positive feedback from userseven those not mathematically inclined praise the text for its clarity, detailed presentation, and use of humor to help make concepts accessible and memorable. Thorough explanations precede the introduction of every formula, and the exercises that immediately follow include a step-by-step model that lets readers compare their work against fully solved examples. This combination makes the text perfect for anyone building their foundation of knowledge for analyzing statistics in psychology or other social and behavioral sciences.
Table of ContentsPart I: OVERVIEW. 1. Statistics and Scientific Method. Part II: DESCRIPTIVE STATISTICS. 2. Basic Mathematical and Measurement Concepts. 3. Frequency Distributions. 4. Measures of Central Tendency and Variability. 5. The Normal Curve and Standard Scores. 6. Correlation. 7. Linear Regression. Part III: INFERENTIAL STATISITCS. 8. Random Sampling and Probability. 9. Binomial Distribution. 10. Introduction to Hypothesis Testing Using the Sign Test. 11. Power. 12. Sampling Distributions, Sampling Distribution of the Mean, the Normal Deviate (z) Test. 13. Student's t-Test for Single Samples. 14. Student's t-Test for Correlated and Independent Groups. 15. Introduction to the Analysis of Variance. 16. Introduction to Two-Way Analysis of Variance. 17. Chi-Square and Other Nonparametric Tests. 18. Review of Inferential Statistics. Appendix A: Review of Prerequisite Mathematics. Appendix B: Equations. Appendix C: Answers to End-of-Chapter Questions and Problems. Appendix D: Tables. Appendix E: Introduction to SPSS��.
