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Organizing and Visualizing Data; Numerical Descriptive Measures; Basic Probability; Discrete Probability Distributions; The Normal Distribution and Other Continuous Distributions; Sampling and Sampling Distributions; Confidence Interval Estimation; Fundamentals of Hypothesis Testing: One-Sample Tests; Two-Sample Tests; Analysis of Variance; Chi-Square Tests and Nonparametric Tests; Simple Linear Regression; Introduction to Multiple Regression; Multiple Regression Model Building; Time-Series Forecasting; Statistical Applications in Quality Management; A Road Map for Analyzing Data; Business Analytics
Language: English
ISBN-10: 0321870026
ISBN-13: 978-0321870025
ISBN-13: 9780321870025
Author: Mark Berenson, David Levine, Kathryn Szabat
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Table of Contents
Getting Started: Important Things to Learn First
1. Defining and Collecting Data
2. Organizing and Visualizing Variables
3. Numerical Descriptive Measures
4. Basic Probability
5. Discrete Probability Distributions
6. The Normal Distribution and Other Continuous Distributions
7. Sampling Distributions
8. Confidence Interval Estimation
9. Fundamentals of Hypothesis Testing: One-Sample Tests
10. Two-Sample Tests
11. Analysis of Variance12. Chi-Square and Nonparametric Tests
13. Simple Linear Regression
14. Introduction to Multiple Regression
15. Multiple Regression Model Building
16. Time-Series Forecasting
17. Business Analytics
18. A Roadmap for Analyzing Data
19. Statistical Applications in Quality Management (online)
20. Decision Making (online)
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