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Getting the Information You Need | |
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Data Collection | |
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Introduction to the Practice of Statistics | |
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Observational Studies and Experiments | |
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Simple Random Sampling | |
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Other Effective Sampling Methods | |
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Bias in Sampling | |
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the Design of Experiments | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: What College Should I Attend? | |
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Case Study: Chrysalises for Cash | |
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Descriptive Statistics | |
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Creating Tables and Drawing Pictures of Data | |
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Organizing Qualitative Data | |
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Organizing Quantitative Data: the Population Displays | |
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Additional Displays of Quantitative Data | |
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Graphical Misrepresentations of Data | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: Tables or Graphs? | |
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Case Study: the Day the Sky Roared | |
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Numerically Summarizing Data | |
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Measures of Central Tendency | |
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Measures of Dispersion | |
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Measures of Central Tendency and Dispersion from Grouped Data | |
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Measures of Position and Outliers | |
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the Five-Number Summary and Boxplots | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: What Car Should I Buy? | |
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Case Study: Who Was "A Mourner"? | |
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Describing the Relation Between Two Variables | |
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Scatter Diagrams and Correlation | |
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Least-Squares Regression | |
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Diagnostics on the Least-Squares Regression Line | |
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Contingency Tables and Association | |
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Nonlinear Regression: Transformations (on CD) | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: Relationships of Variables on a World Scale | |
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Case Study: Thomas Malthus, Population, and Subsistence | |
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Probability and Probability Distributions | |
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Probability | |
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Probability Rules | |
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the Addition Rule and Complements | |
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Independence and the Multiplication Rule | |
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Conditional Probability and the General Multiplication Rule | |
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Counting Techniques | |
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Putting It Together: Probability | |
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Bayes's Rule (on CD) | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: the Effects of Drinking and Driving | |
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Case Study: the Case of the Body in the Bag | |
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Discrete Probability Distributions | |
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Discrete Random Variables | |
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the Binomial Probability Distribution | |
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the Poisson Probability Distribution | |
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the Hypergeometric Probability Distribution (on CD) | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: Should we Convict? | |
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Case Study: the Voyage of the St. Andrew | |
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the Normal Probability Distribution | |
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Properties of the Normal Distribution | |
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Applications of the Normal Distribution | |
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Assessing Normality | |
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the Normal Approximation to the Binomial Probability Distribution | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: Stock Picking | |
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Case Study: a Tale of Blood, Chemistry, and Health | |
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Inferences - From Samples to Population | |
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Sampling Distributions | |
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Distribution of the Sample Mean | |
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Distribution of the Sample Proportion | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: How Much Time Do You Spend in a Day? | |
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Case Study: Sampling Distribution of the Median | |
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Estimating the Value of a Parameter Using Confidence Intervals | |
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Estimating a Population Proportion | |
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Estimating a Population Mean | |
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Confidence Intervals for a Population Standard Deviation | |
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Putting It Together: Which Procedure Do I Use? | |
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Estimating with Bootstrapping (NEW) | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: How Much Should I Spend for this House? | |
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Case Study: Fire-Safe Cigarettes | |
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Hypothesis Tests Regarding a Parameter | |
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the Language of Hypothesis Testing | |
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Hypothesis Tests for a Population Proportion | |
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Hypothesis Tests for a Population Mean | |
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Hypothesis Tests for a Population Standard Deviation | |
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Putting It Together: Which Method Do I Use? | |
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the Probability of a Type II Error and the Power of the Test | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: Selecting a Mutual Fund | |
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Case Study: How Old is Stonehenge? | |
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Inference on Two Samples | |
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Inference about Two Proportions | |
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Inference about Two Means: Dependent Samples | |
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Inference about Two Means: Independent Samples | |
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Inference about Two Standard Deviations | |
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Putting It Together: Which Method Do I Use? | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: Which Car Should I Buy? | |
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Case Study: Control in the Design of Experiment | |
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Inference on Categorical Data | |
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Goodness of Fit Test | |
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Tests for Independence and the Homogeneity of Proportions | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: Benefits of College | |
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Case Study: Feeling Lucky? Well, are You? | |
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Comparing Three or More Means | |
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Comparing Three or More Means (One-Way Analysis of Variance) | |
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Post-Hoc Tests on One-Way Analysis of Variance | |
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the Randomized Complete Block Design | |
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Two-Way Analysis of Variance | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: Where Should I Invest? Part II | |
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Case Study: Hat Size and Intelligence | |
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Inference of the Least-Squares Regression Model and Multiple | |
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Regression | |
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Testing the Significance of the Least-Squares Regression Model | |
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Confidence and Prediction Intervals | |
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Multiple Regression | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: Buying a Home | |
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Case Study: Housing Boom | |
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Nonparametric Statistics | |
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An Overview of Nonparametric Statistics | |
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Runs Test for Randomness | |
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Inferences about Measures of Central Tendency | |
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Inferences about the Difference between Two Medians: Dependent Samples | |
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Inferences about the Difference between Two Medians: Independent Samples | |
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Spearman's Rank-Correlation Test | |
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Kruskal-Wallis Test | |
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Chapter Review | |
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Chapter Test | |
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Making an Informed Decision: Where Should I Live? | |
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Case Study: Evaluating Alabama's 1891 House Bill 504 | |
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Tables | |
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Lines (on CD) | |
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Answers | |
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Index | |