BRIEF CONTENTS
CONTENTS
TO INSTRUCTORS: ABOUT THIS BOOK
MEDIA AND SUPPLEMENTS
TO STUDENTS: WHAT IS STATISTICS?
INDEX OF CASES
INDEX OF DATA TABLES
BEYOND THE BASICS INDEX
ABOUT THE AUTHORS
Examining Distributions
1.1 Data
Section 1.1 Summary
Section 1.1 Exercises
1.2 Displaying Distributions with Graphs
Section 1.2 Summary
Section 1.2 Exercises
1.3 Describing Distributions with Numbers
Section 1.3 Summary
Section 1.3 Exercises
1.4 Density Curves and the Normal Distributions
Section 1.4 Summary
Section 1.4 Exercises
CHAPTER 1 Review Exercises
Getting Started with Statistical Computing
Examining Relationships
2.1 Scatterplots
SECTION 2.1 Summary
SECTION 2.1 Exercises
2.2 Correlation
SECTION 2.2 Summary
SECTION 2.2 Exercises
2.3 Least-Squares Regression
SECTION 2.3 Summary
SECTION 2.3 Exercises
2.4 Cautions about Correlation and Regression
SECTION 2.4 Summary
SECTION 2.4 Exercises
2.5 Relations in Categorical Data
SECTION 2.5 Summary
SECTION 2.5 Exercises
CHAPTER 2 Review Exercises
Examining Relationships with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and a TI-83/-84 Calculator
Producing Data
3.1 Sources of Data
SECTION 3.1 Summary
SECTION 3.1 Exercises
3.2 Designing Samples
SECTION 3.2 Summary
SECTION 3.2 Exercises
3.3 Designing Experiments
SECTION 3.3 Summary
SECTION 3.3 Exercises
3.4 Data Ethics
SECTION 3.4 Summary
SECTION 3.4 Exercises
Chapter 3 Review Exercises
Simple Random Samples with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Probability: The Study of Randomness
4.1 Randomness
SECTION 4.1 Summary
SECTION 4.1 Exercises
4.2 Probability Models
SECTION 4.2 Summary
SECTION 4.2 Exercises
4.3 General Probability Rules
SECTION 4.3 Summary
SECTION 4.3 Exercises
4.4 Random Variables
SECTION 4.4 Summary
SECTION 4.4 Exercises
4.5 Means and Variances of Random Variables
SECTION 4.5 Summary
SECTION 4.5 Exercises
CHAPTER 4 Review Exercises
Probability: The Study of Randomness with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Distributions for Counts and Proportions
5.1 The Binomial Distributions
SECTION 5.1 Summary
SECTION 5.1 Exercises
5.2 The Poisson Distributions
SECTION 5.2 Summary
SECTION 5.2 Exercises
5.3 Toward Statistical Inference
SECTION 5.3 Summary
SECTION 5.3 Exercises
CHAPTER 5 Review Exercises
Distributions for Counts and Proportions with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Introduction to Inference
6.1 The Sampling Distribution of a Sample Mean
SECTION 6.1 Summary
SECTION 6.1 Exercises
6.2 Estimating with Confidence
SECTION 6.2 Summary
SECTION 6.2 Exercises
6.3 Tests of Significance
SECTION 6.3 Summary
SECTION 6.3 Exercises
6.4 Using Significance Tests
SECTION 6.4 Summary
SECTION 6.4 Exercises
6.5 Power and Inference as a Decision
SECTION 6.5 Summary
SECTION 6.5 Exercises
CHAPTER 6 Review Exercises
Introduction to Inference with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Inference for Means
7.1 Inference for the Mean of a Population
Section 7.1 Summary
Section 7.1 Exercises
7.2 Comparing Two Means
Section 7.2 Summary
Section 7.2 Exercises
7.3 Additional Topics on Inference
Section 7.3 Summary
Section 7.3 Exercises
Chapter 7 Review Exercises
Inference for Distributions with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Inference for Proportions
8.1 Inference for a Single Proportion
SECTION 8.1 Summary
SECTION 8.1 Exercises
8.2 Comparing Two Proportions
SECTION 8.2 Summary
SECTION 8.2 Exercises
CHAPTER 8 Review Exercises
Inference for Proportions with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83-84 Calculators
Inference for Categorical Data
9.1 Inference for Two-Way Tables
SECTION 9.1 Summary
9.2 Goodness of Fit
SECTION 9.2 Summary
CHAPTER 9 Review Exercises
Inference for Categorical Data with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Inference for Regression
10.1 Inference about the Regression Model
SECTION 10.1 Summary
SECTION 10.1 Exercises
10.2 Using the Regression Line
SECTION 10.2 Summary
SECTION 10.2 Exercises
10.3 Some Details of Regression Inference
SECTION 10.3 Summary
SECTION 10.3 Exercises
CHAPTER 10 Review Exercises
Inference for Regression with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Multiple Regression
11.1 Data Analysis for Multiple Regression
SECTION 11.1 Summary
SECTION 11.1 Exercises
11.2 Inference for Multiple Regression
SECTION 11.2 Summary
SECTION 11.2 Exercises
11.3 Multiple Regression Model Building
SECTION 11.3 Summary
SECTION 11.3 Exercises
CHAPTER 11 Review Exercises
Multiple Regression with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Statistics for Quality: Control and Capability
12.1 Statistical Process Control
SECTION 12.1 Summary
SECTION 12.1 Exercises
12.2 Variable Control Charts
SECTION 12.2 Summary
SECTION 12.2 Exercises
12.3 Attribute Control Charts
SECTION 12.3 Summary
SECTION 12.3 Exercises
CHAPTER 12 Review Exercises
Statistics for Quality: Control and Capability with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Time Series Forecasting
13.1 Assessing Time Series Behavior
SECTION 13.1 Summary
SECTION 13.1 Exercises
13.2 Random walks
SECTION 13.2 Summary
SECTION 13.2 Exercises
13.3 Modeling Trend and Seasonality Using Regression
SECTION 13.3 Summary
SECTION 13.3 Exercises
13.4 Lag Regression Models
SECTION 13.4 Summary
SECTION 13.4 Exercises
13.5 Moving-Average and Smoothing Models
SECTION 13.5 Summary
SECTION 13.5 Exercises
CHAPTER 13 Review Exercises
Time Series Forecasting with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
One-Way Analysis of Variance
14.1 One-Way Analysis of Variance
SECTION 14.1 Summary
14.2 Comparing Group Means
SECTION 14.2 Summary
14.3 The Power of the ANOVA Test
SECTION 14.3 Summary
CHAPTER 14 Review Exercises
One-Way Analysis of Variance with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Two-Way Analysis of Variance
15.1 The Two-Way ANOVA Model
SECTION 15.1 Summary
15.2 Inference for Two-Way ANOVA
SECTION 15.2 Summary
CHAPTER 15 Review Exercises
Two-Way Analysis of Variance with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83/-84 Calculators
Nonparametric Tests
16.1 The Wilcoxon Rank Sum Test
SECTION 16.1 Summary
SECTION 16.1 Exercises
16.2 The Wilcoxon Signed Rank Test
SECTION 16.2 Summary
SECTION 16.2 Exercises
16.3 The Kruskal-Wallis Test
SECTION 16.3 Summary
SECTION 16.3 Exercises
CHAPTER 16 Review Exercises
Nonparametric Tests with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and TI-83-/84 Calculators
Logistic Regression
17.1 The Logistic Regression Model
SECTION 17.1 Summary
17.2 Inference for Logistic Regression
SECTION 17.2 Summary
17.3 Multiple Logistic Regression
SECTION 17.3 Summary
CHAPTER 17 Review Exercises
Logistic Regression with Excel, JMP, Minitab, SPSS, CrunchIt!, R, and a TI-83/-84 Calculator
INDEX
Tables
Notes and Data Sources