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Introduction to Statistics | |
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Overview | |
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Types of Data | |
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Critical Thinking | |
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Design of Experiments | |
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Summarizing and Graphing Data | |
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Overview | |
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Frequency Distributions | |
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Histograms | |
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Statistical Graphics | |
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Statistics for Describing, Exploring, and Comparing Data | |
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Overview | |
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Measures of Center | |
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Measures of Variation | |
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Measures of Relative Standing | |
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Exploratory Data Analysis (EDA) | |
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Probability | |
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Overview | |
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Fundamentals | |
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Addition Rule | |
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Multiplication Rule: Basics | |
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Multiplication Rule: Complements and Conditional Probability | |
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Counting | |
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Bayes' Theorem (on CD-ROM) | |
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Probability Distributions | |
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Overview | |
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Random Variables | |
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Binomial Probability Distributions | |
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Mean, Variance, and Standard Deviation for the Binomial Distribution | |
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Normal Probability Distributions | |
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Overview | |
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The Standard Normal Distribution | |
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Applications of Normal Distributions | |
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Sampling Distributions and Estimators | |
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The Central Limit Theorem | |
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Normal as Approximation to Binomial | |
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Estimates and Sample Sizes | |
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Overview | |
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Estimating a Population Proportion | |
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Estimating a Population Mean: s Known | |
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Estimating a Population Mean: s Not Known | |
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Estimating a Population Variance | |
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Hypothesis Testing | |
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Overview | |
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Basics of Hypothesis Testing | |
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Testing a Claim about a Proportion | |
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Testing a Claim about a Mean: s Known | |
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Testing a Claim about a Mean: s Not Known | |
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Testing a Claim about Variation | |
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Inferences from Two Samples | |
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Overview | |
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Inferences about Two Proportions | |
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Inferences about Two Means: Independent Samples | |
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Inferences from Matched Pairs | |
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Correlation and Regression | |
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Overview | |
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Correlation | |
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Regression | |
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Variation and Prediction Intervals | |
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Rank Correlation | |
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Chi-Square and Analysis of Variance | |
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Overview | |
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Multinomial Experiments: Goodness-0f-Fit | |
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Contingency Tables: Independence and Homogeneity | |
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Analysis of Variance | |
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Appendices | |
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Tables | |
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Data Sets | |
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Answers to Odd-Numbered Exercises (and All Review Exercises and All Cumulative Review Exercises) | |
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Credits | |
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Index | |