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| What is Statistics? | |
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| Key Statistical Concepts | |
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| Large Real Datasets | |
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| Statistics and the Computer | |
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| Graphical Descriptive Techniques | |
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| Types of Data and Information | |
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| Bar and Pie Charts | |
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| Histograms and Stem-and-Leaf Displays | |
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| Line Charts | |
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| Scatter Diagrams | |
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| Numerical Descriptive Techniques | |
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| Measures of Central Location | |
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| Measures of Variability | |
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| Measures of Relative Standing and Box Plots | |
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| Measures of Linear Relationship | |
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| Data Collection and Sampling | |
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| Methods of Collecting Data | |
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| Sampling | |
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| Sampling Plans | |
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| Sampling and Nonsampling Errors | |
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| Probability | |
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| Assigning Probability to Events | |
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| Joint, Marginal, and Conditional Probability | |
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| Probability Rules and Trees | |
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| Identifying the Correct Method | |
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| Random Variables and Discrete Probability Distributions | |
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| Random Variables and Probability Distributions | |
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| Binomial Distribution | |
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| Poisson Distribution | |
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| Continuous Probability Distributions | |
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| Probability Density Functions | |
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| Normal Distribution | |
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| Other Continuous Distributions (Student t, Chi-squared, F) | |
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| Sampling Distributions | |
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| Sampling Distribution of the Mean | |
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| Sampling Distribution of a Proportion | |
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| From Here to Inference | |
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| Introduction to Estimation | |
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| Concepts of Estimation | |
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| Estimating the Population Proportion | |
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| Selecting the Sample Size to Estimate a Proportion | |
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| Introduction to Hypothesis Testing | |
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| Concepts of Hypothesis Testing | |
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| Testing the Population Proportion | |
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| Calculating the Probability of a Type II Error | |
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| The Road Ahead | |
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| Inference about One Population | |
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| Inference about a Population Mean (' Unknown) | |
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| Inference about a Population Variance | |
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| Review of Inference about a Population Proportion | |
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| Inference About Two Populations, Part I | |
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| Inference about the Difference between Two Means: Independent Samples | |
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| Observational and Experimental Data | |
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| Inference about the Difference between Two Means: Matched Pairs Experiment | |
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| Inference about Two Populations, Part II | |
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| Inference about the Ratio of Two Variances | |
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| Inference about the Difference between Two Population Proportions | |
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| Analysis of Variance | |
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| One Way Analysis of Variance | |
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| Multiple Comparisons | |
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| Randomized Blocks (Two Way) Analysis of Variance | |
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| Chi-Squared Tests | |
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| Chi-Squared Goodness-of-Fit Test | |
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| Chi-Squared Test of a Contingency Table | |
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| Model | |
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| Simple Linear Regression | |
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| Estimating the Coefficients | |
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| Error Variable: Required Conditions | |
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| Assessing the Model | |
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| Using the Regression Equation | |
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| Regression Diagnostics � I | |
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| Multiple Regression | |
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| Model and Required Conditions | |
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| Estimating the Coefficients and Assessing the Model Regression Diagnostics � II Regression Diagnostics- III (Time Series) | |
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| Review of Statistical Inference | |
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| Data File Sample Statistics | |
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| Tables | |
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| Answers to Selected Even-Numbered Exercises | |