MULTIPLE REGRESSION The Model / Model Selection / Further Applications / Review Exercises / Bibliography 20. SIMPLE LINEAR REGRESSION Regression Concepts / The Model / Evaluation of the Model / Further Applications / Review Exercises / Bibliography 19. CORRELATION The Two-Way Scatter Plot / Pearson's Correlation Coefficient / Spearman's Rank Correlation Coefficient / Further Applications / Review Exercises / Bibliography 18. MULTIPLE 2 x 2 TABLES Simpson's Paradox / The Mantel-Haenszel Method / Further Applications / Review Exercises / Bibliography 17. CONTINGENCY TABLES The Chi-Square Test / McNemar's Test / The Odds Ratio / Berkson's Fallacy / Further Applications / Review Exercises / Bibliography 16. INFERENCE ON PROPORTIONS Normal Approximation to the Binomial Distribution / Sampling Distribution of a Proportion / Confidence Intervals / Hypothesis Testing / Sample Size Estimation / Comparison of Two Proportions / Further Applications / Review Exercises / Bibliography 15. NONPARAMETRIC METHODS The Sign Test / The Wilcoxon Signed-Rank Test / The Wilcoxon Rank Sum Test / Advantages and Disadvantages of Nonparametric Methods / Further Applications / Review Exercises / Bibliography 14. ANALYSIS OF VARIANCE One-Way Analysis of Variance / Multiple Comparisons Procedures / Further Applications / Review Exercises / Bibliography 13. COMPARISON OF TWO MEANS Paired Samples / Independent Samples / Further Applications / Review Exercises / Bibliography 12. HYPOTHESIS TESTING General Concepts / Two-Sided Tests of Hypotheses / One-Sided Tests of Hypotheses / Types of Error / Power / Sample Size Estimation / Further Applications / Review Exercises / Bibliography 11.
CONFIDENCE INTERVALS Two-Sided Confidence Intervals / One-Sided Confidence Intervals / Student's t Distribution / Further Applications / Review Exercises / Bibliography 10. SAMPLING DISTRIBUTION OF THE MEAN Sampling Distributions / The Central Limit Theorem / Applications on the Central Limit Theorem / Further Applications / Review Exercises / Bibliography 9. THEORETICAL PROBABILITY DISTRIBUTIONS Probability Distributions / The Binomial Distribution / The Poisson Distribution / The Normal Distribution / Further Applications / Review Exercises / Bibliography 8. PROBABILITY Operations on Events and Probability / Conditional Probability / Bayes' Theorem / Diagnostic Tests / The Relative Risk and the Odds Ratio / Further Applications / Review Exercises / Bibliography 7. RATES AND STANDARDIZATION Rates / Standardization of Rates / Further Applications / Review Exercises / Bibliography 5.LIFE TABLES Computation of the Life Table / Applications of the Life Table / Years of Potential Life Lost / Further Applications / Review Exercises / Bibliography 6. NUMERICAL SUMMARY MEASURES Measures of Central Tendency / Measures of Dispersion / Grouped Data / Chebychev's Inequality / Further Applications / Review Exercises / Bibliography 4. DATA PRESENTATION Types of Numerical Data / Tables / Graphs / Further Applications / Review Exercises / Bibliography 3.
INTRODUCTION Overview / Review Exercises / Bibliography 2. Inference for Regression Coefficients -ġ. The Least-Squares Regression Equation -ġ9.1.2. The Coefficient of Determination -ġ9.1.1. Inference for Regression Coefficients -ġ8.2.4. Spearman's Rank Correlation Coefficient -ġ8.2.1. Sampling Distribution of a Proportion -ġ7.2. Normal Approximation to the Binomial Distribution -ġ4.2. Advantages and Disadvantages of Nonparametric Methods -ġ4.1.
Applications of the Central Limit Theorem -ġ3.4. Theoretical Probability Distributions -Ĩ.3. Operations on Events and Probability -Ħ.5. Indirect Method of Standardization -Ĥ.3.1.