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(Note: Each chapter begins with Where You've Been and Where You're Going sections and concludes with Uses and Abuses, Chapter Summary, Review Exercises, Chapter Quiz, Real Statistics-Real Decisions Putting it all Together, and Technology sections.) | |
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Introduction to Statistics | |
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An Overview of Statistics | |
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Data Classification | |
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Case Study: Rating Television Shows in the United States | |
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Experimental Design | |
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Descriptive Statistics | |
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Frequency Distributions and Their Graphs | |
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More Graphs and Displays | |
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Measures of Central Tendency | |
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Measures of Variation | |
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Case Study: Earnings of Athletes | |
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Measures of Position | |
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Probability | |
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Basic Concepts of Probability | |
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Conditional Probability and the Multiplication Rule | |
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The Addition Rule | |
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Case Study: Probability and Parking Lot Strategies | |
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Additional Topics in Probability and Counting | |
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Discrete Probability Distributions | |
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Probability Distributions | |
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Binomial Distributions | |
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Case Study: Binomial Distribution of Airplane Accidents | |
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More Discrete Probability Distributions | |
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Normal Probability Distributions | |
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Introduction to Normal Distributions and the Standard Normal Distribution | |
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Normal Distributions: Finding Probabilities | |
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Normal Distributions: Finding Values.Case Study: Birth Weights in America | |
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Sampling Distributions and The Central Limit Theorem | |
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Normal Approximations to Binomial Distributions | |
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Confidence Intervals | |
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Confidence Intervals for the Mean (Large Samples) | |
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Case Study: Shoulder Heights of Appalachian Black Bears | |
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Confidence Intervals for the Mean (Small Samples) | |
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Confidence Intervals for Population Proportions | |
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Confidence Intervals for Variance and Standard Deviation | |
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Hypothesis Testing with One Sample | |
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Introduction to Hypothesis Testing | |
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Hypothesis Testing for the Mean (Large Samples) | |
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Case Study: Human Body Temperature: What's Normal? Hypothesis Testing for the Mean (Small Samples) | |
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Hypothesis Testing for Proportions | |
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Hypothesis Testing for the Variance and Standard Deviation | |
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Hypothesis Testing with Two Samples | |
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Testing the Difference Between Means (Large Independent Samples) | |
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Case Study: Oatbran and Cholesterol Level | |
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Testing the Difference Between Means (Small Independent Samples) | |
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Testing the Difference Between Means (Dependent Samples) | |
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Testing the Difference Between Proportions | |
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Correlation and Regression | |
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Correlation | |
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Linear Regression | |
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Case Study: Correlation of Body Measurements | |
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Measures of Regression and Prediction Intervals | |
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Multiple Regression | |
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Chi-Square Tests and the F-Distribution | |
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Goodness of Fit | |
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Independence | |
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Case Study: Traffic Safety Facts | |
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Comparing Two Variances | |
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Analysis of Variance | |
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Nonparametric Tests | |
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The Sign Test | |
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The Wilcoxon Tests | |
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Case Study: Health and Nutrition | |
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The Kruskal-Wallis Test | |
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Rank Correlation | |
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Runs Test | |
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Alternative Presentation of the Standard Normal Distribution | |
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Standard Normal Distribution Table (0-to-z) | |
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Alternate Presentation of the Standard Normal Distribution | |
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Tables | |