| Week |
Date |
Lecture |
Reading |
Files |
Lab |
| 1 |
Sep 28 |
1 Introduction |
|
[video
Links to an external site.][slide] |
|
| 2 |
Oct 3 |
2 Probability and Statistics |
Sec 1~3.2
|
[video
Links to an external site.][slide
Download slide] |
|
| Oct 5 |
3 GitHub and Computing Resources |
Instructions |
[video
Links to an external site.][slide
Download slide] |
| 3 |
Oct 10 |
4 Moments and Transformation of variables |
Sec 3.3~3.5 |
[video
Links to an external site.][slide
Download slide] |
Lab 1 |
| Oct 12 |
5 Probability distribution and Measurement errors |
Sec 3.6~4.2 |
[video
Links to an external site.][slide
Download slide] |
| 4 |
Oct 17 |
6 Error propagation and confidence level |
Sec 4.3~4.5 |
[video
Links to an external site.][slide
Download slide] |
Lab 2 |
| Oct 19 |
7 Monte Carlo Simulation I (Zoom
Links to an external site.) |
Sec 5.1-5.2 |
[video
Links to an external site.][slide
Download slide] |
| 5 |
Oct 24 |
8 Monte Carlo Simulation II |
Sec 5.3~5.4 |
[video
Links to an external site.][slide
Download slide] |
Lab 3 |
| Oct 26 |
9 Career Panel (Zoom
Links to an external site.) |
|
[video
Links to an external site.][gslide
Links to an external site.] |
| 6 |
Oct 31 |
10 Parameter Inference I - Maximum Likelihood Estimator |
Sec 6.1~6.5 |
[video
Links to an external site.][slide
Download slide] |
Lab 4 |
| Nov 2 |
11 Parameter Inference II |
Ch 7 |
[video
Links to an external site.][slide
Download slide][quiz
Download quiz] |
| 7 |
Nov 7 |
12 Final projets intro, hypothesis test & p-value (Zoom
Links to an external site.) |
Sec 10.1~10.3 |
[video
Links to an external site.][slide
Download slide][quiz
Download quiz] |
Lab 5 |
| Nov 9 |
13 Goodness of fit, significance (Zoom
Links to an external site.) |
Sec 10.3-10.5 |
[video
Links to an external site.][slide
Download slide][quiz] |
| 8 |
Nov 14 |
14 Error Interval & error propagation |
Sec 8.1-8.3 |
[video
Links to an external site.][slide
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Lab 6 |
| Nov 16 |
15 Confidence Interval |
Sec 8.4
Sec 13.6 |
[video
Links to an external site.][slide
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| 9 |
Nov 21 |
16 Upper limit |
Sec 5.3 Luca Lista
Sec 8 Eilam Gross
|
[video
Links to an external site.][slide
Download slide] |
No lab |
| Nov 23 |
No lecture |
|
|
| 10 |
Nov 28 |
17 Expected sensitivity |
Sec 5.6 Luca Lista
Sec 4 Eilam Gross |
[video
Links to an external site.][slide
Download slide] |
Lab 7 talk
[A
Links to an external site.][B
Links to an external site.][C
Links to an external site.]
|
| Nov 30 |
18 Principle Component Analysis |
Ch11.1~11.3 |
[video
Links to an external site.][slide
Download slide] |
| 11 |
Dec 5 |
19 Classification |
Ch11.4 |
[slide
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Lab 8 |
| Dec 7 |
20 Summary |
|
[video
Links to an external site.][slide
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