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Introduction | |
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Why You Need This Book | |
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How to Use This Book | |
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Hundreds of Practice Questions Online! | |
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Overview | |
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Types of Statistics | |
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Numerical statistics | |
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Pictorial statistics | |
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Method of Statistical Inference | |
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Steps in the Process | |
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Making Predictions | |
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Comparing Results | |
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Probability | |
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Common Statistics Mistakes | |
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Graphic Displays | |
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Bar Chart | |
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Pie Chart | |
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Dot Plot | |
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Ogive | |
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Frequency Histogram | |
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Relative Frequency Histogram | |
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Frequency Polygon | |
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Frequency Distribution | |
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Stem-and-Leaf | |
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Box Plot (Box-and-Whiskers) | |
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Scatter Plot | |
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Numerical Measures | |
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Measures of Central Tendency | |
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Mean | |
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Median | |
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Mode | |
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Notation and formulae | |
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Mean for grouped data | |
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Median for grouped data | |
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Symmetric distribution | |
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Skewed curves | |
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Measures of Variability | |
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Range | |
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Deviation and variance | |
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Standard deviation | |
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Notation | |
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Empirical rule: The normal curve | |
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Shortcut formulae | |
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Percentile | |
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Quartiles and interquartile range | |
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Measurement Scales | |
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Probability | |
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Classic Theory | |
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Relative Frequency Theory | |
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Probability of Simple Events | |
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Independent Events | |
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Dependent Events | |
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Probability of Joint Occurrences | |
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Multiplication rule | |
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Addition rule | |
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Non-Mutually-Exclusive Outcomes | |
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Double-Counting | |
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Conditional Probability | |
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Probability Distributions | |
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Discrete vs. continuous variables | |
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Total of probabilities of discrete variables | |
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The Binomial | |
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Binomial experiments | |
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Binomial table | |
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Mean and standard deviation | |
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Sampling | |
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Populations, Samples, Parameters, and Statistics | |
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Sampling Distributions | |
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Random and Systematic Error | |
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Central Limit Theorem | |
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Properties of the Normal Curve | |
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Normal Approximation to the Binomial | |
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Principles of Testing | |
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Stating Hypotheses | |
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The Test Statistic | |
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One- and Two-Tailed Tests | |
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Type I and II Errors | |
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Significance | |
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Point Estimates and Confidence Intervals | |
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Estimating a Diff erence Score | |
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Univariate Tests: An Overview | |
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Univariate Inferential Tests | |
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One-Sample z-test | |
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Confidence interval for population mean using z | |
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Choosing a sample size | |
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One-Sample t-test | |
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Confi dence interval for population mean using t | |
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Two-Sample z-test for Comparing Two Means | |
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Two-Sample t-test for Comparing Two Means | |
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Confidence interval for comparing two means | |
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Pooled variance method | |
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Paired Difference t-test | |
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Test for a Single Population Proportion | |
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Confidence interval for a single population proportion | |
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Choosing a sample size | |
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Test for Comparing Two Proportions | |
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Confidence interval for comparing two proportions | |
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Bivariate Relationships | |
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Correlation | |
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Finding the significance of r | |
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The coefficient of determination | |
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Simple Linear Regression | |
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Confidence interval for the slope | |
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Confidence interval for prediction | |
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Assumptions and cautions | |
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Chi-Square (��2) | |
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Review | |
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Resource Center | |
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Glossary | |
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Common Mistakes | |
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Tables | |
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Index | |