| Week |
Day |
Date |
Topic |
Lecture Notes |
R Software Exercise |
Homework |
Exam |
| 1 |
Tue. |
05.16 |
Class Overview |
Slides |
|
|
|
| Wed. |
05.17 |
Exploratory Data Analysis I |
Slides |
|
|
|
| Thu. |
05.18 |
Exploratory Data Analysis II |
Slides |
|
|
|
| Fri. |
05.19 |
Exploratory Data Analysis III |
Slides |
R Notebook |
|
|
| 2 |
Mon. |
05.22 |
Probability I |
Slides |
|
|
|
| Tue. |
05.23 |
Probability II |
Slides |
|
|
|
| Wed. |
05.24 |
Probability III |
Slides |
|
|
|
| Thu. |
05.25 |
Probability IV |
Slides |
|
|
|
| Fri. |
05.26 |
Probability V |
|
R Notebook |
HW1 Due |
|
| 3 |
Tue. |
05.30 |
Normal Distribution |
Slides |
|
|
|
| Wed. |
05.31 |
Sampling Distribution and Central Limit Theorem |
Slides |
|
|
Online Exam I |
| Thu. |
06.01 |
Inference for One Population Mean: Confidence Intervals |
Slides |
|
|
|
| Fri. |
06.02 |
Hypothesis Testing |
Slides |
R Notebook |
HW2 Due |
|
| 4 |
Mon. |
06.05 |
Inference on Two Population Means |
Slides |
|
|
|
| Tue. |
06.06 |
Analysis of Variance (ANOVA) |
Slides |
|
|
|
| Wed. |
06.07 |
Multiple Comparisons and Linear Contrasts |
Slides |
|
|
|
| Thu. |
06.08 |
Completely Randomized Design and Randomized Complete Block Design |
Slides |
|
|
|
| Fri. |
06.09 |
|
|
R Notebook |
HW3 Due |
|
| 5 |
Mon. |
06.12 |
Categorical Data Analysis I |
Slides |
|
|
Online Exam II |
| Tue. |
06.13 |
Categorical Data Analysis II |
Slides |
|
|
|
| Wed. |
06.14 |
Categorical Data Analysis III |
Slides |
R Notebook |
|
|
| Thu. |
06.15 |
Correlation and Regression Analysis |
Slides |
|
|
|
| Fri. |
06.16 |
Simple Linear Regression I |
Slides |
|
HW4 Due |
|
| 6 |
Mon. |
06.19 |
Simple Linear Regression II |
Slides |
|
|
|
| Tue. |
06.20 |
Advanced Topics and Review |
Slides |
R Notebook |
|
|
| Thu. |
06.22 |
|
|
|
HW5 Due |
|
| Fri. |
06.23 |
|
|
|
|
Online Final |