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| Empirical and Probability Distributions | |
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| Basic Concepts | |
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| The Mean, Variance, and Standard Deviation | |
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| Continuous-Type Data | |
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| Exploratory Data Analysis | |
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| Graphical Comparisons of Data Sets | |
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| Time Sequences | |
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| Probability Density and Mass Functions | |
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| Probability | |
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| Properties of Probability | |
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| Methods of Enumeration | |
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| Conditional Probability | |
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| Independent Events | |
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| Bayes' Theorem | |
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| Discrete Distributions | |
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| Random Variables of the Discrete Type | |
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| Mathematical Expectation | |
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| Bernoulli Trials and the Binomial Distribution | |
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| The Moment-Generating Function | |
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| The Poisson Distribution | |
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| Continuous Distributions | |
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| Random Variables of the Continuous Type | |
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| The Uniform and Exponential Distributions | |
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| The Gamma and Chi-Square Distributions | |
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| The Normal Distribution | |
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| Distributions of Functions of a Random Variable | |
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| Mixed Distributions and Censoring | |
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| Multivariable Distributions | |
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| Distributions of Two Random Variables | |
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| The Correlation Coefficient | |
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| Conditional Distributions | |
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| The Bivariate Normal Distribution | |
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| Transformations of Random Variables | |
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| Order Statistics | |
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| Sampling Distribution Theory | |
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| Independent Random Variables | |
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| Distributions of Sums of Independent Random Variables | |
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| Random Functions Associated with Normal Distributions | |
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| The Central Limit Theorem | |
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| Approximations for Discrete Distributions | |
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| The t and F Distributions | |
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| Limiting Moment-Generating Functions | |
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| Chebyshev's Inequality and Convergence in Probability | |
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| Importance of Understanding Variability | |
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| Estimation | |
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| Point Estimation | |
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| Confidence Intervals for Means | |
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| Confidence Intervals for Difference of Two Means | |
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| Confidence Intervals for Variances | |
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| Confidence Intervals for Proportions | |
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| Sample Size | |
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| Distribution-Free Confidence Intervals for Percentiles | |
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| A Simple Regression Problem | |
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| More Regression | |
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| Tests of Statistical Hypotheses | |
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| Tests about Proportions | |
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| Tests about One Mean and One Variance | |
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| Tests of the Equality of Two Normal Distributions | |
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| Chi-Square Goodness of Fit Test | |
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| Contingency Tables | |
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| Tests of the Equality of Several Means | |
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| Two-Factor Analysis of Variance | |
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| Tests Concerning Regression and Correlation | |
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| The Wilcoxon Tests | |
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| Kolmogorov-Smirnov Goodness of Fit Test | |
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| Resampling Methods | |
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| Run Test and Test for Randomness | |
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| Theory of Statistical Inference | |
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| Sufficient Statistics | |
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| Power of a Statistical Test | |
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| Best Critical Regions | |
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| Likelihood Ratio Tests | |
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| Bayesian Estimation | |
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| Asymptotic Distributions of Maximum Likelihood Estimators | |
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| Quality Improvement through Statistical Methods | |
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| Statistical Quality Control | |
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| General Factorial and 2k Factorial Designs | |
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| More on Design of Experiments | |
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| Epilogue | |
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| Review of Selected Mathematical Techniques | |
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| Algebra of Sets | |
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| Mathematical Tools for the Hypergeometric Distribution | |
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| Limits | |
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| Infinite Series | |
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| Integration | |
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| Multivariate Calculus | |
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| References | |
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| Tables | |
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| Answers to Odd-Numbered Exercises | |
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| Index | |