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| Introduction to Statistics | p. 1 |
| Statistics, Science, and Observations | p. 2 |
| Populations and Samples | p. 3 |
| The Scientific Method and the Design of Research Studies | p. 8 |
| Scales of Measurement | p. 14 |
| Discrete and Continuous Variables | p. 17 |
| Statistical Notation | p. 19 |
| Summary | p. 24 |
| Focus on Problem Solving | p. 25 |
| Prob... MORE | p. 27 |
| Frequency Distributions | p. 29 |
| Introduction | p. 30 |
| Frequency Distribution Tables | p. 30 |
| Frequency Distribution Graphs | p. 36 |
| The Shape of a Frequency Distribution | p. 40 |
| Summary | p. 43 |
| Focus on Problem Solving | p. 44 |
| Problems | p. 46 |
| Central Tendency | p. 50 |
| Introduction | p. 51 |
| The Mean | p. 52 |
| The Median | p. 60 |
| The Mode | p. 62 |
| Selecting a Measure of Central Tendency | p. 64 |
| In the Literature: Reporting Measures of Central Tendency | p. 67 |
| Central Tendency and the Shape of the Distribution | p. 70 |
| Summary | p. 72 |
| Focus on Problem Solving | p. 73 |
| Problems | p. 74 |
| Variability | p. 76 |
| Introduction | p. 77 |
| The Range | p. 78 |
| The Interquartile Range and Semi-interquartile Range | p. 79 |
| Standard Deviation and Variance for a Population | p. 81 |
| Standard Deviation and Variance for Samples | p. 88 |
| More about Variance and Standard Deviation | p. 92 |
| In the Literature: Reporting the Standard Deviation | p. 97 |
| Summary | p. 98 |
| Focus on Problem Solving | p. 99 |
| Problems | p. 100 |
| z-Scores: Location of Scores and Standardized Distributions | p. 103 |
| Overview | p. 104 |
| Introduction to z-Scores | p. 104 |
| z-Scores and Location in a Distribution | p. 106 |
| Using z-Scores to Standardize a Distribution | p. 110 |
| Other Standardized Distributions Based on z-Scores | p. 113 |
| Summary | p. 116 |
| Focus on Problem Solving | p. 116 |
| Problems | p. 119 |
| Probability | p. 121 |
| Introduction to Probability | p. 122 |
| Probability and the Normal Distribution | p. 127 |
| Summary | p. 139 |
| Focus on Problem Solving | p. 139 |
| Problems | p. 141 |
| Probability and Samples: The Distribution of Sample Means | p. 144 |
| Samples and Sampling Error | p. 145 |
| The Distribution of Sample Means | p. 145 |
| Probability and the Distribution of Sample Means | p. 152 |
| More about Standard Error | p. 155 |
| In the Literature: Reporting Standard Error | p. 158 |
| Summary | p. 161 |
| Focus on Problem Solving | p. 161 |
| Problems | p. 163 |
| Introduction to Hypothesis Testing | p. 166 |
| The Logic of Hypothesis Testing | p. 167 |
| Uncertainty and Errors in Hypothesis Testing | p. 176 |
| An Example of a Hypothesis Test | p. 180 |
| In the Literature: Reporting the Results of the Statistical Test | p. 182 |
| Directional (One-Tailed) Hypothesis Tests | p. 186 |
| The General Elements of Hypothesis Testing: A Review | p. 190 |
| Summary | p. 193 |
| Focus on Problem Solving | p. 194 |
| Problems | p. 196 |
| Introduction to the t Statistic | p. 200 |
| Overview | p. 201 |
| Hypothesis Tests with the t Statistic | p. 207 |
| In the Literature: Reporting the Results of a t Test | p. 211 |
| Summary | p. 216 |
| Focus on Problem Solving | p. 217 |
| Problems | p. 219 |
| The t Test for Two Independent Samples | p. 222 |
| Overview | p. 223 |
| The t Statistic for an Independent-Measures Research Design | p. 224 |
| Hypothesis Tests with the Independent-Measures t Statistic | p. 230 |
| In the Literature: Reporting the Results of an Independent-Measures t Test | p. 234 |
| Assumptions Underlying the Independent-Measures t Formula | p. 239 |
| Summary | p. 241 |
| Focus on Problem Solving | p. 242 |
| Problems | p. 244 |
| The t Test for Two Related Samples | p. 249 |
| Overview | p. 250 |
| The t Statistic for Related Samples | p. 251 |
| Hypothesis Tests for the Repeated-Measures Design | p. 255 |
| In the Literature: Reporting the Results of a Repeated-Measures t Test | p. 258 |
| Uses and Assumptions for Related-Samples t Tests | p. 261 |
| Summary | p. 264 |
| Focus on Problem Solving | p. 265 |
| Problems | p. 268 |
| Estimation | p. 272 |
| An Overview of Estimation | p. 273 |
| Estimation with the t Statistic | p. 278 |
| A Final Look at Estimation | p. 287 |
| Summary | p. 289 |
| Focus on Problem Solving | p. 290 |
| Problems | p. 294 |
| Introduction to Analysis of Variance | p. 298 |
| Introduction | p. 299 |
| The Logic of Analysis of Variance | p. 302 |
| ANOVA Notation and Formulas | p. 306 |
| The Distribution of F-Ratios | p. 314 |
| Examples of Hypothesis Testing with ANOVA | p. 316 |
| In the Literature: Reporting the Results of Analysis of Variance | p. 319 |
| Post Hoc Tests | p. 327 |
| Summary | p. 333 |
| Focus on Problem Solving | p. 333 |
| Problems | p. 336 |
| More Advanced Analysis of Variance: Repeated-Measures and Two-Factor Designs | p. 341 |
| Overview | p. 342 |
| Repeated-Measures Analysis of Variance (ANOVA) | p. 342 |
| In the Literature: Reporting the Results of a Repeated-Measure ANOVA | p. 353 |
| Two-Factor Analysis of Variance (Independent Measures) | p. 355 |
| In the Literature: Reporting the Results of a Two-Factor ANOVA | p. 369 |
| Summary | p. 373 |
| Focus on Problem Solving | p. 373 |
| Problems | p. 379 |
| Correlation and Regression | p. 384 |
| Introduction | p. 385 |
| The Pearson Correlation | p. 388 |
| Using and Interpreting the Pearson Correlation | p. 393 |
| Hypothesis Tests with the Pearson Correlation | p. 399 |
| In the Literature: Reporting Correlations | p. 401 |
| The Spearman Correlation | p. 404 |
| Introduction to Regression | p. 410 |
| Summary | p. 417 |
| Focus on Problem Solving | p. 418 |
| Problems | p. 421 |
| The Chi-Square Statistic: Tests for Goodness of Fit and Independence | p. 426 |
| Parametric and Nonparametric Statistical Tests | p. 427 |
| The Chi-Square Test for Goodness of Fit | p. 428 |
| In the Literature: Reporting the Results for Chi-Square | p. 436 |
| The Chi-Square Test for Independence | p. 438 |
| Assumptions and Restrictions for Chi-Square Tests | p. 448 |
| Summary | p. 449 |
| Focus on Problem Solving | p. 450 |
| Problems | p. 453 |
| Basic Mathematics Review | p. 1 |
| Statistical Tables | p. 24 |
| Solutions for Odd-Numbered Problems in the Text | p. 35 |
| Statistics Organizer | p. 50 |
| References | p. 61 |
| Index | p. 62 |
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