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Preface | v | |
1. | What Is Meant by Data? | 1 |
References | 9 | |
2. | How to Collect Data | 11 |
Population and Samples | 11 | |
Survey Method | 14 | |
Experimental Method | 27 | |
Panel Studies | 37 | |
Cohort Studies | 37 | |
Published Data Sources | 39 | |
References | 39 | |
Appendix | 40 | |
Exercises | 41 | |
3. | Summarization of Data | 42 |
Frequency Tables, Line Diagrams, and Histograms | 42 | |
Stem-and-Leaf Displays | 51 | |
Two-Way and Higher-Way Contingency Tables | 53 | |
Two- and Higher-Way Summary Tables | 58 | |
Central Tendency Measures | 60 | |
Range, Variance, and Standard Deviation | 67 | |
Use of Mean and SD for Interpreting Data | 68 | |
References | 73 | |
Appendix | 73 | |
Exercises | 89 | |
4. | Simple Inferences that Can Be Drawn for One Population | 91 |
Probability | 92 | |
Estimation | 103 | |
Philosophy of Tests of Statistical Hypotheses | 106 | |
Examples of Tests of Hypotheses | 111 | |
Appendix | 114 | |
Exercises | 138 | |
5. | Use of the Relationship Between Variables | 142 |
Scatter Diagram | 143 | |
Linear Regression Equation | 152 | |
Polynomial Regression Equation | 164 | |
Multiple Regression Equation | 169 | |
References | 179 | |
Appendix | 180 | |
Exercises | 189 | |
6. | Why Do Analysis of Variance? | 192 |
One-Way Analysis of Variance (Fixed Effects) | 193 | |
One-Way Analysis of Variance (Random Effects) | 203 | |
Randomized Block Design | 205 | |
References | 210 | |
Appendix | 211 | |
Exercises | 227 | |
7. | The Use of Chi-Square Tests | 230 |
Tests of Goodness of Fit | 231 | |
Contingency Tables | 234 | |
Appendix | 241 | |
Exercises | 250 | |
Review Exercises | 253 | |
Appendix | 263 | |
Index | 272 |
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