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What is Statistics? | |
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Analyzing Data: Looking for Patterns and Departures from Patterns | |
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Exploring Data | |
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Displaying Distributions with Graphs | |
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Describing Distributions with Numbers | |
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Describing Location in Distribution | |
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Measures of Relative Standing and Density Curves | |
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Normal Distributions | |
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Examining Relationships | |
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Scatterplots and Correlation | |
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Least-Squares Regression | |
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Correlation and Regression Wisdom | |
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More about Relationships between Two Variables | |
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Transforming to Achieve Linearity | |
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Relations in Categorical Data | |
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Establishing Causation | |
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Producing Data: Surveys, Observational Studies, and Experiments | |
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Producing Data | |
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Designing Samples | |
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Designing Experiments | |
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Probability and Random Variables: Foundations of Inference | |
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Probability and Simulation: The Study of Randomness | |
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Simulation | |
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Probability Models | |
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General Probability Rules | |
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Random Variables | |
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Discrete and Continuous Random Variables | |
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Means and Variances of Random Variables | |
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The Binomial and Geometric Distributions | |
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The Binomial Distributions | |
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The Geometric Distributions | |
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Sampling Distributions | |
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Sampling Distributions | |
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Sample Proportions | |
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Sample Means | |
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Inference: Conclusions with Confidence | |
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Estimating with Confidence | |
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Confidence Intervals: The Basics | |
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Estimating a Population Mean | |
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Estimating a Population Proportion | |
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Testing a Claim | |
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Significance Tests: The Basics | |
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Carrying Out Significance Tests | |
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Use and Abuse of Tests | |
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Using Inference to Make Decisions | |
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Significance Tests in Practice | |
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Tests about a Population Mean | |
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Tests about a Population Proportion | |
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Comparing Two Population Parameters | |
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Comparing Two Means | |
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Comparing Two Proportions | |
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Inference for Distributions of Categorical Variables: Chi-Square Procedures | |
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Test for Goodness of Fit | |
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Inference for Two-Way Tables | |
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Inference for Regression | |
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Additional Chapters on CD-ROM or at the Practice of Statistics Companion Web Site: | |
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Analysis of Variance | |
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Multiple Linear Regression: A Case Study | |
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Logistic Regression: A Case Study | |
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Inference for Population Spread | |
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One-Way Analysis of Variance | |
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Additional, optional, post-exam chapters on the student and instructor's CDs: | |
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Multiple Linear Regression | |
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Logistic Regression | |