With this updated new edition, Introduction to the Practice of Statistics remains unmatched in its ability to highlight how statisticians actually work. Its focus on data analysis, critical thinking, step-by-step pedagogy, and applications in a variety of disciplines make it exceptionally engaging to students learning core statistical ideas.
With this updated new edition, Introduction to the Practice of Statistics remains unmatched in its ability to highlight how statisticians actually work. Its focus on data analysis, critical thinking, step-by-step pedagogy, and applications in a variety of disciplines make it exceptionally engaging to students learning core statistical ideas.
1. Looking at Data - Distributions 2. Looking at Data - Relationships 3. Producing Data 4. Probability: The Study of Randomness 5. Sampling Distributions 6. Introduction to Inference 7. Inference for Distributions 8. Inference for Proportions 9. Analysis of Two-Way Tables 10. Inference for Regression 11. Multiple Regression 12. One-Way Analysis of Variance 13. Two-Way Analysis of Variance Optional Companion Chapters (available at www.whfreeman.com/ips8e) 14. Logistic Regression 15. Nonparametric Tests 16. Bootstrap Methods and Permutation Tests 17. Statistics for Quality: Control and Capability
Part I Looking at Data CHAPTER 1 Looking at Data-Distributions 1 CHAPTER 2 Looking at Data-Relationships CHAPTER 3 Producing Data Part II Probability and Inference CHAPTER 4 Probability: The Study of Randomness CHAPTER 5 Sampling Distributions CHAPTER 6 Introduction to Inference CHAPTER 7 Inference for Means CHAPTER 8 Inference for Proportions Part III Topics in Inference CHAPTER 9 Inference for Categorical Data CHAPTER 10 Inference for Regression CHAPTER 11 Multiple Regression CHAPTER 12 One-Way Analysis of Variance CHAPTER 13 Two-Way Analysis of Variance Companion Chapters CHAPTER 14 Logistic Regression CHAPTER 15 Nonparametric Tests CHAPTER 16 Bootstrap Methods and Permutation Tests CHAPTER 17 Statistics for Quality: Control and Capability
1. Looking at Data - Distributions 2. Looking at Data - Relationships 3. Producing Data 4. Probability: The Study of Randomness 5. Sampling Distributions 6. Introduction to Inference 7. Inference for Distributions 8. Inference for Proportions 9. Analysis of Two-Way Tables 10. Inference for Regression 11. Multiple Regression 12. One-Way Analysis of Variance 13. Two-Way Analysis of Variance Optional Companion Chapters (available at www.whfreeman.com/ips8e) 14. Logistic Regression 15. Nonparametric Tests 16. Bootstrap Methods and Permutation Tests 17. Statistics for Quality: Control and Capability
Part I Looking at Data CHAPTER 1 Looking at Data-Distributions 1 CHAPTER 2 Looking at Data-Relationships CHAPTER 3 Producing Data Part II Probability and Inference CHAPTER 4 Probability: The Study of Randomness CHAPTER 5 Sampling Distributions CHAPTER 6 Introduction to Inference CHAPTER 7 Inference for Means CHAPTER 8 Inference for Proportions Part III Topics in Inference CHAPTER 9 Inference for Categorical Data CHAPTER 10 Inference for Regression CHAPTER 11 Multiple Regression CHAPTER 12 One-Way Analysis of Variance CHAPTER 13 Two-Way Analysis of Variance Companion Chapters CHAPTER 14 Logistic Regression CHAPTER 15 Nonparametric Tests CHAPTER 16 Bootstrap Methods and Permutation Tests CHAPTER 17 Statistics for Quality: Control and Capability
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