| |
| |
| |
| Introduction to Statistics | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Types of Data | |
| |
| |
| |
| Critical Thinking | |
| |
| |
| |
| Design of Experiments | |
| |
| |
| |
| Summarizing and Graphing Data | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Frequency Distributions | |
| |
| |
| |
| Histograms | |
| |
| |
| |
| Statistical Graphics | |
| |
| |
| |
| Statistics for Describing, Exploring, and Comparing Data | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Measures of Center | |
| |
| |
| |
| Measures of Variation | |
| |
| |
| |
| Measures of Relative Standing | |
| |
| |
| |
| Exploratory Data Analysis (EDA) | |
| |
| |
| |
| Probability | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Fundamentals | |
| |
| |
| |
| Addition Rule | |
| |
| |
| |
| Multiplication Rule: Basics | |
| |
| |
| |
| Multiplication Rule: Complements and Conditional Probability | |
| |
| |
| |
| Probabilities Through Simulations | |
| |
| |
| |
| Counting | |
| |
| |
| |
| Bayes' Theorem (on CD-ROM) | |
| |
| |
| |
| Probability Distributions | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Random Variables | |
| |
| |
| |
| Binomial Probability Distributions | |
| |
| |
| |
| Mean, Variance, and Standard Deviation for the Binomial Distribution | |
| |
| |
| |
| The Poisson Distribution | |
| |
| |
| |
| Normal Probability Distributions | |
| |
| |
| |
| Overview | |
| |
| |
| |
| The Standard Normal Distribution | |
| |
| |
| |
| Applications of Normal Distributions | |
| |
| |
| |
| Sampling Distributions and Estimators | |
| |
| |
| |
| The Central Limit Theorem | |
| |
| |
| |
| Normal as Approximation to Binomial | |
| |
| |
| |
| Assessing Normality | |
| |
| |
| |
| Estimates and Sample Sizes | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Estimating a Population Proportion | |
| |
| |
| |
| Estimating a Population Mean: s Known | |
| |
| |
| |
| Estimating a Population Mean: s Not Known | |
| |
| |
| |
| Estimating a Population Variance | |
| |
| |
| |
| Hypothesis Testing | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Basics of Hypothesis Testing | |
| |
| |
| |
| Testing a Claim about a Proportion | |
| |
| |
| |
| Testing a Claim about a Mean: s Known | |
| |
| |
| |
| Testing a Claim about a Mean: s Not Known | |
| |
| |
| |
| Testing a Claim about Variation | |
| |
| |
| |
| Inferences from Two Samples | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Inferences about Two Proportions | |
| |
| |
| |
| Inferences about Two Means: Independent Samples | |
| |
| |
| |
| Inferences from Matched Pairs | |
| |
| |
| |
| Comparing Variation in Two Samples | |
| |
| |
| |
| Correlation and Regression | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Correlation | |
| |
| |
| |
| Regression | |
| |
| |
| |
| Variation and Prediction Intervals | |
| |
| |
| |
| Multiple Regression | |
| |
| |
| |
| Modeling | |
| |
| |
| |
| Multinomial Experiments and Contingency Tables | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Multinomial Experiments: Goodness-of-Fit | |
| |
| |
| |
| Contingency Tables: Independence and Homogeneity | |
| |
| |
| |
| McNemar's Test for Matched Pairs | |
| |
| |
| |
| Analysis of Variance | |
| |
| |
| |
| Overview | |
| |
| |
| |
| One-Way ANOVA | |
| |
| |
| |
| Two-Way ANOVA | |
| |
| |
| |
| Nonparametric Statistics | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Sign Test | |
| |
| |
| |
| Wilcoxon Signed-Ranks Test for Matched Pairs | |
| |
| |
| |
| Wilcoxon Rank-Sum Test for Two Independent Samples | |
| |
| |
| |
| Kruskal-Wallis Test | |
| |
| |
| |
| Rank Correlation | |
| |
| |
| |
| Runs Test for Randomness | |
| |
| |
| |
| Statistical Process Control | |
| |
| |
| |
| Overview | |
| |
| |
| |
| Control Charts for Variation and Mean | |
| |
| |
| |
| Control Charts for Attributes | |
| |
| |
| |
| Projects, Procedures, Perspectives | |
| |
| |
| |
| Projects | |
| |
| |
| |
| Procedure | |
| |
| |
| |
| Perspective | |
| |
| |
| Appendices | |
| |
| |
| |
| Tables | |
| |
| |
| |
| Data Sets | |
| |
| |
| |
| Glossary | |
| |
| |
| |
| Bibliography | |
| |
| |
| |
| Answers to Odd-Numbered Exercises (and All Review Exercises and All Cumulative Review Exercises) | |
| |
| |
| Credits | |
| |
| |
| Index | |