The lecture note materials for this course include contributions from Dr. Peter Tse as well as adapted examples from the required course text: Heiman, Gary W. Basic Statistics for the Behavioral Sciences. 4th ed. Boston, MA: Houghton Mifflin Company, July 2002. ISBN: 0618220178.
| Lec # | Topics |
|---|---|
| 1 | Introduction to Statistics (PDF) |
| 2 |
Describing Data Graphs, Central Tendency, and Spread (PDF) |
| 3 | Probability, I (PDF) |
| 4 |
Probability, I (cont.) (PDF) Probability, II (PDF) |
| 5 | Random Variables (PDF) |
| 6 | Sampling Theory (PDF) |
| 7 | Confidence Intervals (PDF) |
| 8 | Single-sample Hypothesis Testing, I (PDF) |
| 9 | Single-sample Hypothesis Testing, II (PDF) |
| 10 | Two-sample Hypothesis Testing, I (PDF) |
| 11 | Two Sample t-Test |
| 12 | Two-sample Hypothesis Testing, II (PDF) |
| 13 | Experimental Design, I (PDF) |
| 14 |
Exam Review Experimental Design, II (PDF) |
| 15 |
Experimental Design, II (cont.) Regression and Correlation, I (PDF) |
| 16 | Regression and Correlation, II (PDF) |
| 17 | Regression and Correlation, III (PDF) |
| 18 | Chi-square Tests (PDF) |
| 19 | One-way ANOVA, I (PDF) |
| 20 | One-way ANOVA, II (PDF) |
| 21 | Two-way ANOVA, I (PDF) |
| 22 | Review (with TA's) and Statistical Learning |
| 23 | Two-way ANOVA, II (PDF) |
| 24 | Review |