Essential Statistics, Global Edition

Höfundur Robert N. Gould; Colleen N. Ryan; Rebecca Wong

Útgefandi Pearson International Content

Snið Page Fidelity

Print ISBN 9781292161228

Útgáfa 2

Höfundarréttur 2017

4.890 kr.

Description

Efnisyfirlit

  • Title Page
  • Copyright Page
  • Dedication
  • About the Authors
  • Contents
  • Preface
  • Acknowledgments
  • Index of Applications
  • Chapter 1: Introduction to Data
  • Case Study: Deadly Cell Phones?
  • 1.1. What Are Data?
  • 1.2. Classifying and Storing Data
  • 1.3. Organizing Categorical Data
  • 1.4. Collecting Data to Understand Causality
  • Exploring Statistics: Collecting a Table of Different Kinds of Data
  • Chapter 2: Picturing Variation with Graphs
  • Case Study: Student-to-Teacher Ratio at Colleges
  • 2.1. Visualizing Variation in Numerical Data
  • 2.2. Summarizing Important Features of a Numerical Distribution
  • 2.3. Visualizing Variation in Categorical Variables
  • 2.4. Summarizing Categorical Distributions
  • 2.5. Interpreting Graphs
  • Exploring Statistics: Personal Distance
  • Chapter 3: Numerical Summaries of Center and Variation
  • Case Study: Living in a Risky World
  • 3.1. Summaries for Symmetric Distributions
  • 3.2. What’s Unusual? The Empirical Rule and z-Scores
  • 3.3. Summaries for Skewed Distributions
  • 3.4. Comparing Measures of Center
  • 3.5. Using Boxplots for Displaying Summaries
  • Exploring Statistics: Does Reaction Distance Depend on Gender?
  • Chapter 4: Regression Analysis: Exploring Associations between Variables
  • Case Study: Catching Meter Thieves
  • 4.1. Visualizing Variability with a Scatterplot
  • 4.2. Measuring Strength of Association with Correlation
  • 4.3. Modeling Linear Trends
  • 4.4. Evaluating the Linear Model
  • Exploring Statistics: Guessing the Age of Famous People
  • Chapter 5: Modeling Variation with Probability
  • Case Study: SIDS or Murder?
  • 5.1. What Is Randomness?
  • 5.2. Finding Theoretical Probabilities
  • 5.3. Associations in Categorical Variables
  • 5.4. Finding Empirical Probabilities
  • Exploring Statistics: Let’s Make a Deal: Stay or Switch?
  • Chapter 6: Modeling Random Events: The Normal and Binomial Models
  • Case Study: You Sometimes Get More Than You Pay For
  • 6.1. Probability Distributions Are Models of Random Experiments
  • 6.2. The Normal Model
  • 6.3. The Binomial Model (optional)
  • Exploring Statistics: ESP with Coin Flipping
  • Chapter 7: Survey Sampling and Inference
  • Case Study: Spring Break Fever: Just What the Doctors Ordered?
  • 7.1. Learning about the World through Surveys
  • 7.2. Measuring the Quality of a Survey
  • 7.3. The Central Limit Theorem for Sample Proportions
  • 7.4. Estimating the Population Proportion with Confidence Intervals
  • 7.5. Comparing Two Population Proportions with Confidence
  • Exploring Statistics: Simple Random Sampling Prevents Bias
  • Chapter 8: Hypothesis Testing for Population Proportions
  • Case Study: Dodging the Question
  • 8.1. The Essential Ingredients of Hypothesis Testing
  • 8.2. Hypothesis Testing in Four Steps
  • 8.3. Hypothesis Tests in Detail
  • 8.4. Comparing Proportions from Two Populations
  • Exploring Statistics: Identifying Flavors of Gum through Smell
  • Chapter 9: Inferring Population Means
  • Case Study: Epilepsy Drugs and Children
  • 9.1. Sample Means of Random Samples
  • 9.2. The Central Limit Theorem for Sample Means
  • 9.3. Answering Questions about the Mean of a Population
  • 9.4. Hypothesis Testing for Means
  • 9.5. Comparing Two Population Means
  • 9.6. Overview of Analyzing Means
  • Exploring Statistics: Pulse Rates
  • Chapter 10: Analyzing Categorical Variables and Interpreting Research
  • Case Study: Popping Better Popcorn
  • 10.1. The Basic Ingredients for Testing with Categorical Variables
  • 10.2. Chi-Square Tests for Associations between Categorical Variables
  • 10.3. Reading Research Papers
  • Exploring Statistics: Skittles
  • Appendix A: Tables
  • Appendix B: Check Your Tech Answers
  • Appendix C: Answers to Odd-Numbered Exercises
  • Appendix D: Credits
  • Index
  • Back Cover
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