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Displaying the Order in a Group of Numbers | |
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The Two Branches of Statistical Methods | |
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Some Basic Concepts | |
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Kinds of Variables | |
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Frequency Tables | |
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Histograms | |
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Frequency Graphs | |
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Shapes of Frequency Distributions | |
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Frequency Tables, Histograms, and Frequency Polygons in Research Articles | |
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Summary | |
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Key Terms | |
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Example Worked-Out Problems | |
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Practice Problems | |
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The Mean, Variance, Standard Deviation, and Z Scores | |
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The Mean | |
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The Variance and the Standard Deviation | |
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Z Scores | |
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Mean, Variance, Standard Deviation, and Z Scores in Research Articles | |
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Summary | |
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Key Terms | |
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Example Worked-Out Problems | |
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Practice Problems | |
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Correlation and Prediction | |
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Graphing Correlations: The Scatter Diagram | |
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Patterns of Correlation | |
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The Degree of Linear Correlation: The Correlation Coefficient | |
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Issues in Interpreting the Correlation Coefficient | |
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Prediction | |
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Multiple Regression and Multiple Correlation | |
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The Correlation Coefficient and the Proportion of Variance Accounted for | |
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Correlation and Prediction in Research Articles | |
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Summary | |
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Key Terms | |
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Exampled Worked-Out Problems | |
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Practice Problems | |
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Chapter Appendix: Hypothesis Tests and Power for the Correlation Coefficient | |
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Some Key Ingredients for Inferential Statistics: The Normal Curve, Probability, and Population Versus Sample | |
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The Normal Distribution | |
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Probability | |
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Sample and Population | |
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Normal Curves, Probabilities, Samples, and Populations in Research Articles | |
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Summary | |
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Key Terms | |
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Example Worked-Out Problems | |
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Practice Problems | |
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Introduction to Hypothesis Testing | |
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A Hypothesis-Testing Example | |
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The Core Logic of Hypothesis Testing | |
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The Hypothesis-Testing Process | |
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One-Tailed and Two-Tailed Hypothesis Tests | |
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Hypothesis Tests in Research Articles | |
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Summary | |
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Key Terms | |
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Example Worked-Out Problem | |
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Practice Problems | |
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Hypothesis Testing and the Means of Samples | |
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The Distribution of Means | |
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Hypothesis Testing with a Distribution of Means | |
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Estimation and Confidence Intervals | |
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Hypothesis Tests about Means of Samples and Confidence Intervals in Research Articles | |
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Summary | |
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Key Terms | |
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Example Worked-Out Problems | |
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Practice Problems | |
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Making Sense of Statistical Significance: Decision Errors, Effect Size, and Statistical Power | |
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Decision Errors | |
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Effect Size | |
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Statistical Power | |
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What Determines the Power of a Study? | |
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The Role of Power When Planning a Study | |
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The Role of Power When Interpreting the Results of a Study | |
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Decision Errors, Effect Size, and Power in Research Articles | |
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Summary | |
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Key Terms | |
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Example Worked-Out Problem | |
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Practice Problems | |
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Introduction to thetTest | |
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ThetTest for a Single Sample | |
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ThetTest for Dependent Means | |
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Assumptions of thetTest | |
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Effect Size and Power for thetTest for Dependent Means | |
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Tests in Research Articles | |
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Summary | |
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Key Terms | |
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Example Worked-Out Problems | |
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Practice Problems | |
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ThetTest for Independent means | |
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The Distribution of Differences Between Means | |
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Hypothesis Testing with atTest for Independent Means | |
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Assumptions of thetTest for Independent Means | |
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Effect Size and Power for thetTest for Independent Means | |
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ThetTest for Independent Means in Research Articles | |
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Summary | |
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Key Terms | |
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Example Worked-Out Problems | |
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Practice Problems | |
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Introduction to the Analysis of Variance | |
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Basic Logic of the Analysis of Variance | |
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Carrying Out an Analys | |