Introductory Statistics: A Conceptual Approach Using R

ISBN-13: 9780805836516 / Angielski / Twarda / 2012 / 520 str.

B. Ware William

Opis

This comprehensive text uses an organizational scheme built around common issues and problems rather than statistical techniques to allow students to understand the conceptual nature of statistical procedures.

Spis treści

1. Introduction and Background  II. Descriptive Statistics  2. Describing Quantitative Data with Frequency Distributions  3. Describing Quantitative Data: Summary Statistics  4. Describing Categorical Data: Frequency Distributions, Graphics, and Summary Statistics  5. Describing the Position of a Case within a Set of Scores  6. Describing the Relationship between Two Quantitative Variables: Correlation  7. Describing the Relationship between Two Quantitative Variables: Regression  III. The Fundamentals of Statistical Inference  8. The Essentials of Probability  9. Probability and Sampling Distributions  10. The Normal Distribution  IV. Statistical Inference  11. The Basics of Statistical Inference: Tests of Location  12. Other One-Sample Tests for Location  13. More One-Sample Tests  14. Two-Sample Tests of Location  15. Other Two-Sample Tests: Variability and Relationships  V. K-Sample Tests  16. Tests on Location: Analysis of Variance and Other Selected Procedures  17. Multiple Comparison Procedures  18. Looking Back… and Beyond  Appendix A: Statistical Tables  Appendix B: Getting Started with R  Index