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Data | |
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Examining Distributions | |
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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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Examining Relationships | |
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Scatterplots | |
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Correlation | |
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Least-Squares Regression | |
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Cautions about Correlation and Regression | |
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Relations in Categorical Data | |
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Producing Data | |
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Designing Samples | |
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Designing Experiments | |
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Toward Statistical Inference | |
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NEW Commentary: Data Ethics | |
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Probability and Inference | |
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Probability and Sampling Distributions | |
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Randomness | |
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Probability Models | |
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Random Variables | |
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The Sampling Distribution of a Sample Mean | |
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Probability Theory | |
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General Probability Rules | |
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The Binomial Distributions | |
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The Poisson Distributions | |
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Conditional Probability | |
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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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Using Significance Tests | |
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Power and Inference as a 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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Optional Topics in Comparing Distributions | |
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Inference for Proportions | |
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Inference for a Single Proportion | |
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Comparing Two Proportions | |
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Topics in Inference | |
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Inference for Two-Way Tables | |
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Analysis of Two-Way Tables | |
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Formulas and Models for Two-Way Tables | |
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Inference for Regression | |
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Inference about the Regression Model | |
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Using the Regression Line | |
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Some Details of Regression Inference | |
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Multiple Regression | |
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Data Analysis for Multiple Regression | |
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Inference for Multiple Regression | |
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Multiple Regression Model Building | |
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Statistics for Quality: Control and Capability | |
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Statistical Process Control | |
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Using Control Charts | |
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Process Capability Indexes | |
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Control Charts for Sample Proportions | |
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Time Series Forecasting | |
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Trends and Seasons | |
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Time Series Models | |
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One-Way Analysis of Variance | |
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One-Way Analysis of Variance | |
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Comparing Group Means | |
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The Power of the ANOVA Test | |
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Optional Individual Companion Chapters | |
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Two-Way Analysis of Variance | |
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The Two-Way ANOVA Model | |
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Inference for Two-Way ANOVA | |
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Nonparametric Tests | |
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The Wilcoxon Rank Sum Test | |
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The Wilcoxon Signed Rank Test | |
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The Kruskal-Wallis Test | |
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Logistic Regression | |
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The Logistic Regression Model | |
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Inference for Logistic Regression | |
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Multiple Logistic Regression | |
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Bootstrap Methods and Permutation Tests | |
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Why Resampling? | |
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Introduction to Bootstrapping | |
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Bootstrap Distributions and Standard Errors | |
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How Accurate is a Bootstrap Distribution? | |
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Bootstrap Confidence Intervals | |
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Significance Testing Using Permutation Tests | |