| | Preface | | |
Ch. 1 | | Introduction: Why This Book? | | 1 |
Ch. 2 | | Important Concepts from Probability Theory | | 7 |
Ch. 3 | | Populations and Samples: The Meaning of "Statistics" | | 17 |
Ch. 4 | | Degrees of Freedom | | 25 |
Ch. 5 | | Introduction to Distributions and Probability Sampling | | 35 |
Ch. 6 | | The Normal Distribution | | 47 |
Ch. 7 | | Alternative Ways to Calculate Standard Deviation | | 59 |
Ch. 8 | | The Central Limit Theorem | | 71 |
Ch. 9 | | Synthesis of Variance | | 81 |
Ch. 10 | | Where Are We and Where Are We Going? | | 91 |
Ch. 11 | | More and Different Statistics | | 97 |
Ch. 12 | | The T Statistic | | 107 |
Ch. 13 | | Distribution of Means | | 117 |
Ch. 14 | | One- and Two-Tailed Tests | | 125 |
Ch. 15 | | Philosophical Interlude | | 135 |
Ch. 16 | | Biased and Unbiased Estimators | | 141 |
Ch. 17 | | The Variance of Variance | | 147 |
Ch. 18 | | Hypothesis Testing of Chi-Square | | 155 |
Ch. 19 | | More Hypothesis Testing | | 161 |
Ch. 20 | | Statistical Inferences | | 167 |
Ch. 21 | | How to Count | | 175 |
Ch. 22 | | And Still Counting | | 181 |
Ch. 23 | | Contingency Tables | | 187 |
Ch. 24 | | What Do You Mean: Random? | | 195 |
Ch. 25 | | The F Statistic | | 205 |
| | More... | | |