Course Schedule
Weekly Course Schedule
| Week # | Dates | Slides | Topic | Chapters | Homework |
|---|---|---|---|---|---|
| 1 | Jan 26 |
# 1 |
Welcome, intro, structure, background, crash course in probability and measures | Refresh and skim chapters 1-5. Pay attention to 2.1, 2.2 | 2:88, 3:110, 3:116, 4:128 |
| 2 | Jan 31, Feb 2 |
# 2 # 3 |
Point Estimators | 7.1-2 | Ch 7; 8, 10, 14, 21, 24, 25 |
| 3 | Feb 7, 9 |
# 4 # 5 |
Sufficiency, Information, Efficiency | 7.3-4 | Ch 7; 34, 36, 38, 42, 50, 60 |
| 4 | Feb 14, 16 |
# 6 # 7 |
Confidence Intervals (large sample, small sample) | 8.1-3 | Ch 8; 8, 10, 12, 20, 26 |
| 5 | Feb 23 |
# 8 |
Confidence Intervals (variance, bootstrap) | 8.4-5 | Ch 8; 34, 41, 43, 48, 49, 50, 57 |
| 6 | Feb 28, Mar 2 |
# 9 # 10 |
Hypothesis Testing (means) | 9.1-9.2 | Ch 9; 4, 11, 14, 24, 33, 34 |
| 7 | Mar 7, 9 |
# 11 # 12 |
Hypothesis Testing (proportions), Neyman-Pearson | 9.3-9.5 | Ch 9; 40, 42, 55, 66, 71, 86, 88, 89 |
| 8 | Mar 14, 16 |
# 13 # 14 |
Two-sample inference | 10.1-10.3 | Ch 10; 14, 15, 27, 32, 40, 42 |
| 9 | Mar 21, 23 |
# 15 # 16 |
Two-sample inference (proportions, variances, bootstrap) | 10.4-10.6 | Ch 10; 48, 50, 62, 68, 78, 79, 80 |
| 10 | Mar 28, 30 |
# 17 |
Cancelled first lecture; ANOVA | 11.1-3 | |
| 11 | Apr 4 |
# 18 |
ANOVA | 11.1-3 | Ch 11; 8, 10, 11, 12, 13, 26 |
| 12 | Apr 18, 20 |
# 19 # 20 |
Linear Regression | 12.3-6 | Ch 12; 7, 8, 20, 52 (only e. requires answer), 60, 74, 75 |
| 13 | Apr 25, 27 |
# 21 # 22 |
Categorical Data | 13.1-3 | Ch 13; 4, 14, 24 |
| 14 | May 2, 4 |
# 23 |
Buffer time | ||
| 15 | May 9, 11 | Project Presentations | |||
| 16 | May 16 | Final Review | |||
| 17 | May 18 | Final Exam |
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