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Introductory Statistics cover

Introductory Statistics

by Sheldon M. Ross

4th Edition

Publisher: Academic Press

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Probability & Statistics

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Book Details

Print ISBN9780128043172
eText ISBN9780128043615
PublisherAcademic Press
Publishing Year2017
Edition4th Edition
LanguageEnglish
Pages828

Introductory Statistics, 4th Edition, is a textbook that introduces fundamental probability and statistical methodology. The volume guides readers through data interpretation by pairing formal mathematical analysis with intuitive discussions and practical exercises intended to support statistical reasoning.

Core areas of coverage examine methods for summarizing and describing data, fundamental probability theory, and discrete and normal random variables. In addition, the text addresses essential principles of statistical inference, focusing on parameter estimation and hypothesis testing across one and two populations.

To connect theoretical concepts to practical problem solving, the textbook incorporates real-world applications such as stock price models to demonstrate how quantitative methods evaluate complex data.

Table of Contents

  1. Chapter 1: Introduction to Statistics

  2. Chapter 2: Describing Data Sets

  3. Chapter 3: Using Statistics to Summarize Data Sets

  4. Chapter 4: Probability

  5. Chapter 5: Discrete Random Variables

  6. Chapter 6: Normal Random Variables

  7. Chapter 7: Distributions of Sampling Statistics

  8. Chapter 8: Estimation

  9. Chapter 9: Testing Statistical Hypotheses

  10. Chapter 10: Hypothesis Tests Concerning Two Populations

  11. Chapter 11: Analysis of Variance

  12. Chapter 12: Linear Regression

  13. Chapter 13: Chi-Squared Goodness-of-Fit Tests

  14. Chapter 14: Nonparametric Hypotheses Tests

  15. Chapter 15: Quality Control

  16. Chapter 16: Machine Learning and Big Data

  17. Chapter Appendix A: A Data Set

  18. Chapter Appendix B: Mathematical Preliminaries

  19. Chapter Appendix C: How to Choose a Random Sample

  20. Chapter Appendix D: Tables

  21. Chapter Appendix E: Programs

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  • Introductory Statistics - Ross, Sheldon M. | 9780128043172
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