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Descriptive Statistics | |
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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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Data Collection and 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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Measures of Position | |
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Probability & Probability Distributions | |
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Probability | |
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Basic Concepts of Probability and Counting | |
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Conditional Probability and the Multiplication Rule | |
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the Addition Rule | |
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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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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 | |
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Sampling Distributions and the Central Limit Theorem | |
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Normal Approximations to Binomial Distributions | |
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Statistical Inference | |
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Confidence Intervals | |
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Confidence Intervals for the Mean (Large Samples) | |
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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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Hypothesis Testing for the Mean (Small Samples) | |
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Hypothesis Testing for Proportions | |
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Hypothesis Testing for 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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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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More Statistical Inference | |
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Correlation and Regression | |
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Correlation | |
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Linear Regression | |
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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 Test | |
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Independence | |
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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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the Kruskal-Wallis Test | |
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Rank Correlation | |
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the 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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Alternative Presentation of the Standard Normal Distribution | |
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Tables | |
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Random Numbers | |
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Binomial Distribution | |
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Poisson Distribution | |
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Standard Normal Distribution | |
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t-Distribution | |
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Chi-Square Distribution | |
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F-Distribution | |
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Critical Values for the Sign Test | |
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Critical Values for the Wilcoxon Signed-Rank Test | |
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Critical Values for the Spearman Rank Correlation | |
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Critical Values for the Pearson Correlation Coefficient | |
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Critical Values for the Number of Runs | |
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Normal Probability Plots and Their Graphs | |
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Answers to the Try It Yourself Exercises | |
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Odd Answers | |
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Index | |
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Photo Credits | |