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Preface | |
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Statistical Thinking | |
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Organizing 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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The Normal Distributions | |
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Density Curves and the Normal Distribution | |
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Standard Normal Calculations | |
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Examining Relationships | |
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Scatterplots | |
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Correlation | |
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Least-Squares Regression | |
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More on Two-Variable Data | |
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Transforming Relationships | |
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Cautions about Correlation and Regression | |
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Relations in Categorical Data | |
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Producing Data: Samples, Experiments, and Simulations | |
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Producing Data | |
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Designing Samples | |
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Designing Experiments | |
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Simulating Experiments | |
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Probability: Foundations of Inference | |
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Probability: The Study of Randomness | |
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The Idea of Probability | |
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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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Revised treatment of rules for means and variances | |
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New subsection on combining normal 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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Introduction to Inference | |
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Estimating with Confidence | |
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Tests of Significance | |
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Making Sense of Statistical Significance | |
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Inference as Decision | |
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Inference for Distributions | |
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Inference for the Mean of a Population | |
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Comparing Two Means | |
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Inference for Proportions | |
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Inference for a Population Proportion | |
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Comparing Two Proportions | |
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Inference for Tables: 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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Inference about the Model | |
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Predictions and Conditions | |
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Analysis of Variance | |
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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 | |