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| Preface to the Third Edition | |
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| Preface to the Second Edition | |
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| Preface to the First Edition | |
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| The Role of Statistics | |
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| The Basic Statistical Procedure | |
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| The Scientific Method | |
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| Experimental Data and Survey Data | |
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| Computer Usage | |
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| Review Exercises | |
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| Selected Readings | |
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| Populations, Samples, and Probability Distributions | |
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| Populations and Samples | |
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| Random Sampling | |
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| Levels of Measurement | |
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| Random Variables and Probability Distributions | |
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| Expected Value and Variance of a Probability Distribution | |
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| Review Exercises | |
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| Selected Readings | |
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| Binomial Distributions | |
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| The Nature of Binomial Distributions | |
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| Testing Hypotheses | |
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| Estimation | |
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| Nonparametric Statistics: Median Test | |
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| Review Exercises | |
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| Selected Readings | |
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| Poisson Distributions | |
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| The Nature of Poisson Distributions | |
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| Testing Hypotheses | |
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| Estimation | |
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| Poisson Distributions and Binomial Distributions | |
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| Review Exercises | |
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| Selected Readings | |
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| Chi-Square Distributions | |
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| The Nature of Chi-Square Distributions | |
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| Goodness-of-Fit Tests | |
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| Contingency Table Analysis | |
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| Relative Risks and Odds Ratios | |
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| Nonparametric Statistics: Median Test for Several Samples | |
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| Review Exercises | |
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| Selected Readings | |
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| Sampling Distribution of Averages | |
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| Population Mean and Sample Average | |
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| Population Variance and Sample Variance | |
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| The Mean and Variance of the Sampling Distribution of Averages | |
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| Sampling Without Replacement | |
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| Review Exercises | |
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| Normal Distributions | |
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| The Standard Normal Distribution | |
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| Inference From a Single Observation | |
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| The Central Limit Theorem | |
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| Inferences About a Population Mean and Variance | |
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| Using a Normal Distribution to Approximate Other Distributions | |
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| Nonparametric Statistics: A Test Based on Ranks | |
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| Review Exercises | |
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| Selected Readings | |
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| Student's t Distribution | |
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| The Nature of t Distributions | |
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| Inference About a Single Mean | |
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| Inference About Two Means | |
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| Inference About Two Variances | |
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| Nonparametric Statistics: Matched-Pair and Two-Sample Rank Tests | |
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| Review Exercises | |
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| Selected Readings | |
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| Distributions of Two Variables | |
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| Simple Linear Regression | |
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| Model Testing | |
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| Inferences Related to Regression | |
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| Correlation | |
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| Nonparametric Statistics: Rank Correlation | |
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| Computer Usage | |
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| Estimating Only One Linear Trend Parameter | |
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| Review Exercises | |
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| Selected Readings | |
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| Techniques for One-way Analysis of Variance | |
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| The Additive Model | |
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| One-Way Analysis-of-Variance Procedure | |
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| Multiple-Comparison Procedures | |
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| One-Degree-of-Freedom Comparisons | |
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| Estimation | |
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| Bonferroni Procedures | |
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| Nonparametric Statistics: Kruskal-Wallis ANOVA for Ranks | |
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| Review Exercises | |
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| Selected Readings | |
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| The Analysis-of-Variance Model | |
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| Random Effects and Fixed Effects | |
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| Testing the Assumptions for ANOVA | |
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| Transformations | |
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| Review Exercises | |
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| Selected Readings | |
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| Other Analysis-of-Variance Designs | |
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| Nested Design | |
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| Randomized Complete Block Design | |
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| Latin Square Design | |
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| a x b Factorial Design | |
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| a x b x c Factorial Design | |
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| Split-Plot Design | |
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| Split Plot with Repeated Measures | |
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| Review Exercises | |
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| Selected Readings | |
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| Analysis of Covariance | |
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| Combining Regression with ANOVA | |
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| One-Way Analysis of Covariance | |
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| Testing the Assumptions for Analysis of Covariance | |
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| Multiple-Comparison Procedures | |
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| Review Exercises | |
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| Selected Readings | |
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| Multiple Regression and Correlation | |
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| Matrix Procedures | |
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| ANOVA Procedures for Multiple Regression and Correlation | |
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| Inferences About Effects of Independent Variables | |
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| Computer Usage | |
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| Model Fitting | |
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| Logarithmic Transformations | |
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| Polynomial Regression | |
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| Logistic Regression | |
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| Review Exercises | |
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| Selected Readings | |
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| Appendix of Useful Tables | |
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| Answers to Most Odd-Numbered Exercises and All Review Exercises | |
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| Index | |