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 |