Author(s): Robin H. Lock, Patti Frazer Lock, Kari Lock Morgan, Eric F. Lock, Dennis F. Lock
Edition: 3
Publisher: John Wiley & Sons, Inc.
Year: 2021
Language: English
Pages: 862
Cover
Title Page
Copyright
Contents
Preface
Unit A: Data
Chapter 1: Collecting Data
1.1. The Structure of Data
1.2. Sampling from a Population
1.3. Experiments and Observational Studies
Chapter 2: Describing Data
2.1. Categorical Variables
2.2. One Quantitative Variable: Shape and Center
2.3. One Quantitative Variable: Measures of Spread
2.4. Boxplots and Quantitative/Categorical Relationships
2.5. Two Quantitative Variables: Scatterplot and Correlation
2.6. Two Quantitative Variables: Linear Regression
2.7. Data Visualization and Multiple Variables
Unit A: Essential Synthesis
Review Exercises
Projects Online
Unit B: Understanding Inference
Chapter 3: Confidence Intervals
3.1. Sampling Distributions
3.2. Understanding and Interpreting Confidence Intervals
3.3. Constructing Bootstrap Confidence Intervals
3.4. Bootstrap Confidence Intervals Using Percentiles
Chapter 4: Hypothesis Tests
4.1. Introducing Hypothesis Tests
4.2. Measuring Evidence with P-values
4.3. Determining Statistical Significance
4.4. A Closer Look at Testing
4.5. Making Connections
Unit B: Essential Synthesis
Review Exercises
Projects Online
Unit C: Inference with Normal and t-Distributions
Chapter 5: Approximating with a Distribution
5.1. Hypothesis Tests Using Normal Distributions
5.2. Confidence Intervals Using Normal Distributions
Chapter 6: Inference for Means and Proportions
6.1. Inference for a Proportion
6.1-D Distribution of a Proportion
6.1-CI Confidence Interval for a Proportion
6.1-HT Hypothesis Test for a Proportion
6.2. Inference for a Mean
6.2-D Distribution of a Mean
6.2-CI Confidence Interval for a Mean
6.2-HT Hypothesis Test for a Mean
6.3. Inference for a Difference in Proportions
6.3-D Distribution of a Difference in Proportions
6.3-CI Confidence Interval for a Difference in Proportions
6.3-HT Hypothesis Test for a Difference in Proportions
6.4. Inference for a Difference in Means
6.4-D Distribution of a Difference in Means
6.4-CI Confidence Interval for a Difference in Means
6.4-HT Hypothesis Test for a Difference in Means
6.5. Paired Difference in Means
Unit C: Essential Synthesis
Review Exercises
Projects Online
Unit D: Inference for Multiple Parameters
Chapter 7: Chi-Square Tests for Categorical Variables
7.1. Testing Goodness-of-Fit for a Single Categorical Variable
7.2. Testing for an Association between Two Categorical Variables
Chapter 8: ANOVA to Compare Means
8.1. Analysis of Variance
8.2. Pairwise Comparisons and Inference after ANOVA
Chapter 9: Inference for Regression
9.1. Inference for Slope and Correlation
9.2. ANOVA for Regression
9.3. Confidence and Prediction Intervals
Chapter 10: Multiple Regression
10.1. Multiple Predictors
10.2. Checking Conditions for a Regression Model
10.3. Using Multiple Regression
Unit D: Essential Synthesis
Review Exercises
Projects Online
The Big Picture: Essential Synthesis
Exercises for the Big Picture: Essential Synthesis
Chapter P: Probability Basics
P.1. Probability Rules
P.2. Tree Diagrams and Bayes’ Rule
P.3. Random Variables and Probability Functions
P.4. Binomial Probabilities
P.5. Density Curves and the Normal Distribution
Appendix A. Chapter Summaries
Appendix B. Selected Dataset Descriptions
Partial Answers
Index
General Index
Data Index
EULA
