| name | office | office hour | |
|---|---|---|---|
| Andrej Bogdanov Instructor |
andrejb@cse.cuhk.edu.hk | SHB 926 | Fri 2–4 |
| Deng Shiyuan TA |
sydeng@cse.cuhk.edu.hk | Thu 4–5 | |
| Qian Shengju TA |
sjqian@cse.cuhk.edu.hk | Tue 1230–130 | |
| He Zhuolun, Leon Head TA |
zlhe@cse.cuhk.edu.hk | Fri 3–4 | |
| Ma Wenao TA |
wama@cse.cuhk.edu.hk | Tue 11–12 | |
| Jin Chenhan ESTR TA |
chjin@cse.cuhk.edu.hk | ||
| Su Chong ESTR TA |
csu@cse.cuhk.edu.hk | Wed 4–5 |
Statistics is the science of creating probabilistic models from data and validating them. We will learn about parameter estimation, confidence intervals, hypothesis testing, and fitting models to data.
| date | topic | materials | |
|---|---|---|---|
| 1 | Jan 11 | Bayesian vs. classical statistics | BT8.1 pptx |
| 2 | Jan 18 | Bayesian estimation and testing | BT8.2 pptx |
| 3 | Jan 25 | Sample statistics | D5.3-5.5 pptx |
| 4 | Feb 1 | Point estimation | BT9.1 D6.1-6.2 pptx |
| 5 | Feb 8 | Confidence intervals | D7.1-7.2 pptx |
| Feb 15 | Lunar New Year | ||
| 6 | Feb 22 | Intervals for normal populations | D7.3-7.4 pptx |
| Mar 1 | Review | ||
| Mar 8 | Midterm Exam | solutions | |
| 7 | Mar 15 | Hypothesis testing | BT9.3 D8.1-8.5 pptx |
| 8 | Mar 22 | Comparing populations | D9.1-9.5 pptx |
| Mar 29 | Reading Week | ||
| Apr 6 | Easter Holiday | ||
| 9 | Apr 12 | Goodness of fit | BT9.4 D14.1-14.2 pptx |
| 10 | Apr 19 | Modeling statistical dependence | BT9.2 D12.1-12.2 pptx |
| May 13 | Final Exam |
Tutorial participation will count towards your grade. You are required to attend the same tutorial section that you were assigned to in CUSIS every week. The tutorial slot is Wed 12.30-2.15. Please click on your TA's name to join a ZOOM tutorial, or ► to view previous recordings.
| AT01 Shiyuan |
AT02 Shengju |
AT03 Zhuolun |
AT04 Wenao |
ESTR01 Chenhan |
ESTR02 Chong |
|
|---|---|---|---|---|---|---|
| Jan 20 | ► | ► | ► | ► | ||
| Jan 27 | ► | ► | ► | |||
| Feb 3 | ► | ► | ► | |||
| Feb 10 | ► | ► | ► | ► | ► | ► |
| Feb 24 | ► | ► | ► | ► | ► | |
| Mar 3 | ► | ► | ► | ► | ||
| Mar 10 | ► | ► | ► | ► | ► | |
| Mar 17 | no tutorials | |||||
| Mar 24 | ► | ► | ► | |||
| Apr 14 | ► | ► | ► | |||
| Apr 21 | ► | |||||
ESTR 2020 follows the same format as ENGG 2780A, but with additional readings and exercises, and a project to be presented in the second half of the semester. The exams and quizzes will be the same as in ENGG 2780A.
Projects can be done individually or with a partner. They will involve a short report and a presentation. The readings and exercises can be used as project leads, but you can feel free to choose your own topic in consultation with the course instructor or the TA. The presentation will make up half of your participation grade.