
Introductory Statistics
by Sheldon M. Ross
4th Edition
Publisher: Academic Press
Book Details
| Print ISBN | 9780128043172 |
| eText ISBN | 9780128043615 |
| Publisher | Academic Press |
| Publishing Year | 2017 |
| Edition | 4th Edition |
| Language | English |
| Pages | 828 |
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
Chapter 1: Introduction to Statistics
Chapter 2: Describing Data Sets
Chapter 3: Using Statistics to Summarize Data Sets
Chapter 4: Probability
Chapter 5: Discrete Random Variables
Chapter 6: Normal Random Variables
Chapter 7: Distributions of Sampling Statistics
Chapter 8: Estimation
Chapter 9: Testing Statistical Hypotheses
Chapter 10: Hypothesis Tests Concerning Two Populations
Chapter 11: Analysis of Variance
Chapter 12: Linear Regression
Chapter 13: Chi-Squared Goodness-of-Fit Tests
Chapter 14: Nonparametric Hypotheses Tests
Chapter 15: Quality Control
Chapter 16: Machine Learning and Big Data
Chapter Appendix A: A Data Set
Chapter Appendix B: Mathematical Preliminaries
Chapter Appendix C: How to Choose a Random Sample
Chapter Appendix D: Tables
Chapter Appendix E: Programs
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