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| Introduction to Statistics | |
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| Overview | |
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| The Nature of Data | |
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| Uses and Abuses of Statistics | |
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| Design of Experiments | |
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| Introduction to Excel | |
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| Describing, Exploring, and Comparing Data | |
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| Overview | |
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| Summarizing Data with Frequency Tables | |
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| Pictures of Data | |
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| Measures of Center | |
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| Measures of Variation | |
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| Measures of Position | |
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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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| Probabilities Through Simulations | |
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| Counting | |
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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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| The Poisson 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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| Normal Distributions: Finding Probabilities | |
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| Normal Distributions: Finding Values | |
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| The Central Limit Theorem | |
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| Normal Distribution as Approximation to Binomial Distribution | |
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| Determining Normality | |
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| Estimates and Sample Sizes | |
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| Overview | |
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| Estimating a Population Mean: Large Samples | |
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| Estimating a Population Mean: Small Samples | |
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| Determining Sample Size Required to Estimate [mu] | |
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| Estimating a Population Proportion | |
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| Estimating a Population Variance | |
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| Hypothesis Testing | |
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| Overview | |
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| Fundamentals of Hypothesis Testing | |
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| Testing a Claim about a Mean: Large Samples | |
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| Testing a Claim about a Mean: Small Samples | |
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| Testing a Claim about a Proportion | |
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| Testing a Claim about a Standard Deviation or Variance | |
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| Inferences from Two Samples | |
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| Overview | |
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| Inferences about Two Means: Independent and Large Samples | |
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| Inferences about Two Means: Matched Pairs | |
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| Inferences about Two Proportions | |
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| Comparing Variation in Two Samples | |
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| Inferences about Two Means: Independent and Small Samples | |
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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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| Multiple Regression | |
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| Modeling | |
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| Multinomial Experiments and Contingency Tables | |
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| Overview | |
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| Multinomial Experiments: Goodness-of-Fit | |
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| Contingency Tables: Independence and Homogeneity | |
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| Analysis of Variance | |
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| Overview | |
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| One-Way ANOVA | |
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| Two-Way ANOVA | |
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| Statistical Process Control | |
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| Overview | |
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| Control Charts for Variation and Mean | |
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| Control Charts for Attributes | |
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| Nonparametric Statistics | |
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| Overview | |
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| Sign Test | |
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| Wilcoxon Signed-Ranks Test for Matched Pairs | |
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| Wilcoxon Rank-Sum Test for Two Independent Samples | |
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| Kruskal-Wallis Test | |
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| Rank Correlation | |
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| Runs Test for Randomness | |
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| Projects, Procedures, Perspectives | |
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| A Statistics Group Project | |
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| Which Procedure Applies? | |
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| A Perspective | |
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| Appendices | |
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| Tables | |
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| Data Sets | |
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| Excel References | |
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| Glossary | |
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| Bibliography | |
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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 | |