Statistics: Informed Decisions Using Data, Global Edition

Höfundur Michael Sullivan

Útgefandi Pearson International Content

Snið Page Fidelity

Print ISBN 9781292157115

Útgáfa 5

Höfundarréttur 2017

4.990 kr.

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
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