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Table of Contents

    • About the Authors
    • Acknowledgments
    • Dedication
    • Preface
    • 1Introduction
      • 1.1Basic Definitions and Concepts
      • 1.2Overview
      • 1.3Presentation of Data
    • 2Descriptive Statistics

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      • 2.1Three Popular Data Displays

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      • 2.2Measures of Central Location

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      • 2.3Measures of Variability

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      • 2.4Summary Description of Data Sets

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      • 2.5Relative Position of Data

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      • 2.6The Empirical Rule and Chebyshev’s Theorem

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    • 3Basic Concepts of Probability

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      • 3.1Sample Spaces, Events, and Their Probabilities

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      • 3.2Complements, Intersections, and Unions

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      • 3.3Conditional Probability and Independent Events

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    • 4Discrete Random Variables

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      • 4.1Random Variables

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      • 4.2Probability Distributions for Discrete Random Variables

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      • 4.3The Binomial Distribution

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    • 5Continuous Random Variables

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      • 5.1Continuous Random Variables

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      • 5.2The Standard Normal Distribution

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      • 5.3Probability Computations for General Normal Random Variables

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      • 5.4Areas of Tails of Distributions

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    • 6Sampling Distributions

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      • 6.1The Mean and Standard Deviation of the Sample Mean

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      • 6.2The Sampling Distribution of the Sample Mean

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      • 6.3The Sample Proportion

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    • 7Estimation

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      • 7.1Large Sample Estimation of a Population Mean

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      • 7.2Small Sample Estimation of a Population Mean

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      • 7.3Large Sample Estimation of a Population Proportion

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      • 7.4Sample Size Considerations

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    • 8Testing Hypotheses

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      • 8.1The Elements of Hypothesis Testing

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      • 8.2Large Sample Tests for a Population Mean

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      • 8.3The Observed Significance of a Test

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      • 8.4Small Sample Tests for a Population Mean

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      • 8.5Large Sample Tests for a Population Proportion

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    • 9Two-Sample Problems

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      • 9.1Comparison of Two Population Means: Large, Independent Samples

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      • 9.2Comparison of Two Population Means: Small, Independent Samples

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      • 9.3Comparison of Two Population Means: Paired Samples

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      • 9.4Comparison of Two Population Proportions

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      • 9.5Sample Size Considerations

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    • 10Correlation and Regression

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      • 10.1Linear Relationships Between Variables

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      • 10.2The Linear Correlation Coefficient

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      • 10.3Modelling Linear Relationships with Randomness Present

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      • 10.4The Least Squares Regression Line

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      • 10.5Statistical Inferences About β1

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      • 10.6The Coefficient of Determination

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      • 10.7Estimation and Prediction

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      • 10.8A Complete Example

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      • 10.9Formula List

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    • 11Chi-Square Tests and F-Tests

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      • 11.1Chi-Square Tests for Independence

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      • 11.2Chi-Square One-Sample Goodness-of-Fit Tests

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      • 11.3F-tests for Equality of Two Variances

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      • 11.4F-Tests in One-Way ANOVA

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    • AAppendix

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