Description
Efnisyfirlit
- Title Page
- Copyright Page
- Contents
- Preface to the Instructor
- Resources for Success
- Applications Index
- Part 1: Getting the Information You Need
- Chapter 1: Data Collection
- 1.1 Introduction to the Practice of Statistics
- 1.2 Observational Studies versus Designed Experiments
- 1.3 Simple Random Sampling
- 1.4 Other Effective Sampling Methods
- 1.5 Bias in Sampling
- 1.6 The Design of Experiments
- Chapter 1 Review
- Chapter Test
- Making an Informed Decision: What College Should I Attend?
- Case Study: Chrysalises for Cash
- Part 2: Descriptive Statistics
- Chapter 2: Organizing and Summarizing Data
- 2.1 Organizing Qualitative Data
- 2.2 Organizing Quantitative Data: The Popular Displays
- 2.3 Additional Displays of Quantitative Data
- 2.4 Graphical Misrepresentations of Data
- Chapter 2 Review
- Chapter Test
- Making an Informed Decision: Tables or Graphs?
- Case Study: The Day the Sky Roared
- Chapter 3: Numerically Summarizing Data
- 3.1 Measures of Central Tendency
- 3.2 Measures of Dispersion
- 3.3 Measures of Central Tendency and Dispersion from Grouped Data
- 3.4 Measures of Position and Outliers
- 3.5 The Five-Number Summary and Boxplots
- Chapter 3 Review
- Chapter Test
- Making an Informed Decision: What Car Should I Buy?
- Case Study: Who Was “A Mourner”?
- Chapter 4: Describing the Relation between Two Variables
- 4.1 Scatter Diagrams and Correlation
- 4.2 Least-Squares Regression
- 4.3 Diagnostics on the Least-Squares Regression Line
- 4.4 Contingency Tables and Association
- Chapter 4 Review
- Chapter Test
- Making an Informed Decision: Relationships among Variables on a World Scale
- Case Study: Thomas Malthus, Population, and Subsistence
- 4.5 Nonlinear Regression: Transformations (online)
- Part 3: Probability and Probability Distributions
- Chapter 5: Probability
- 5.1 Probability Rules
- 5.2 The Addition Rule and Complements
- 5.3 Independence and the Multiplication Rule
- 5.4 Conditional Probability and the General Multiplication Rule
- 5.5 Counting Techniques
- 5.6 Putting It Together: Which Method Do I Use?
- Chapter 5 Review
- Chapter Test
- Making an Informed Decision: The Effects of Drinking and Driving
- Case Study: The Case of the Body in the Bag
- 5.7 Bayes’s Rule (online)
- Chapter 6: Discrete Probability Distributions
- 6.1 Discrete Random Variables
- 6.2 The Binomial Probability Distribution
- 6.3 The Poisson Probability Distribution
- Chapter 6 Review
- Chapter Test
- Making an Informed Decision: Should We Convict?
- Case Study: The Voyage of the St. Andrew
- 6.4 The Hypergeometric Probability Distribution (online)
- Chapter 7: The Normal Probability Distribution
- 7.1 Properties of the Normal Distribution
- 7.2 Applications of the Normal Distribution
- 7.3 Assessing Normality
- 7.4 The Normal Approximation to the Binomial Probability Distribution
- Chapter 7 Review
- Chapter Test
- Making an Informed Decision: Stock Picking
- Case Study: A Tale of Blood Chemistry
- Part 4: Inference: From Samples to Population
- Chapter 8: Sampling Distributions
- 8.1 Distribution of the Sample Mean
- 8.2 Distribution of the Sample Proportion
- Chapter 8 Review
- Chapter Test
- Making an Informed Decision: How Much Time Do You Spend in a Day … ?
- Case Study: Sampling Distribution of the Median
- Chapter 9: Estimating the Value of a Parameter
- 9.1 Estimating a Population Proportion
- 9.2 Estimating a Population Mean
- 9.3 Estimating a Population Standard Deviation
- 9.4 Putting It Together: Which Procedure Do I Use?
- 9.5 Estimating with Bootstrapping
- Chapter 9 Review
- Chapter Test
- Making an Informed Decision: How Much Should I Spend for this House?
- Case Study: Fire-Safe Cigarettes
- Chapter 10: Hypothesis Tests Regarding a Parameter
- 10.1 The Language of Hypothesis Testing
- 10.2 Hypothesis Tests for a Population Proportion
- 10.3 Hypothesis Tests for a Population Mean
- 10.4 Hypothesis Tests for a Population Standard Deviation
- 10.5 Putting It Together: Which Method Do I Use?
- 10.6 The Probability of a Type II Error and the Power of the Test
- Chapter 10 Review
- Chapter Test
- Making an Informed Decision: Selecting a Mutual Fund
- Case Study: How Old Is Stonehenge?
- Chapter 11: Inferences on Two Samples
- 11.1 Inference about Two Population Proportions
- 11.2 Inference about Two Means: Dependent Samples
- 11.3 Inference about Two Means: Independent Samples
- 11.4 Inference about Two Population Standard Deviations
- 11.5 Putting It Together: Which Method Do I Use?
- Chapter 11 Review
- Chapter Test
- Making an Informed Decision: Which Car Should I Buy?
- Case Study: Control in the Design of an Experiment
- Chapter 12: Inference on Categorical Data
- 12.1 Goodness-of-Fit Test
- 12.2 Tests for Independence and the Homogeneity of Proportions
- 12.3 Inference about Two Population Proportions: Dependent Samples
- Chapter 12 Review
- Chapter Test
- Making an Informed Decision: Benefits of College
- Case Study: Feeling Lucky? Well, Are You?
- Chapter 13: Comparing Three or More Means
- 13.1 Comparing Three or More Means (One-Way Analysis of Variance)
- 13.2 Post Hoc Tests on One-Way Analysis of Variance
- 13.3 The Randomized Complete Block Design
- 13.4 Two-Way Analysis of Variance
- Chapter 13 Review
- Chapter Test
- Making an Informed Decision: Where Should I Invest?
- Case Study: Hat Size and Intelligence
- Chapter 14: Inference on the Least-Squares Regression Model and Multiple Regression
- 14.1 Testing the Significance of the Least-Squares Regression Model
- 14.2 Confidence and Prediction Intervals
- 14.3 Introduction to Multiple Regression
- 14.4 Interaction and Dummy Variables
- 14.5 Polynomial Regression
- 14.6 Building a Regression Model
- Chapter 14 Review
- Chapter Test
- Making an Informed Decision: Buying a Home
- Case Study: Housing Boom
- Chapter 15: Nonparametric Statistics
- 15.1 An Overview of Nonparametric Statistics
- 15.2 Runs Test for Randomness
- 15.3 Inference about Measures of Central Tendency
- 15.4 Inference about the Difference between Two Medians: Dependent Samples
- 15.5 Inference about the Difference between Two Medians: Independent Samples
- 15.6 Spearman’s Rank-Correlation Test
- 15.7 Kruskal–Wallis Test
- Chapter 15 Review
- Chapter Test
- Making an Informed Decision: Where Should I Live?
- Case Study: Evaluating Alabama’s 1891 House Bill 504
- Photo Credits
- Appendix A: Tables
- Appendix B: Lines
- Answers
- Index
- A
- B
- C
- D
- E
- F
- G
- H
- I
- J
- K
- L
- M
- N
- O
- P
- Q
- R
- S
- T
- U
- V
- W
- Y
- Z
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