[AMIDD 2022] Vote for Your Favorite Topic of the End-term Project

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Dear participants of the AMIDD 2022 course,

I hope you are doing well and staying safe! The semester is drawing to its end. It is high time to choose your favorite topic to work on for the end-term project, which counts for 30% of the grade.

Your task is now to choose a concept from the list below. What I expect from you is a short essay introducing the concept for non-experts, with examples and ideally application in drug discovery. You can for sure use mathematical language. In case examples and explanations help to convey the message, please use them as well.

If you work in the team of two, you need to fill this form only once together.

Please submit your preference by December the 1st, Thursday. The deadline for submitting the essay is January the 13th, Friday, 2023. No extension is possible. Once the essays are submitted, they will be shared with the whole class for open review and joint learning.

In case you have questions, please leave them below in the comments. I will address them accordingly.

Best regards,
David

Email *

Your name (in case you want to work on the project individually) or your names (in case you work on the projects in a team of two).

Your favorite topic *

1. Principal Component Analysis (PCA)

2. The Lotka-Volterra predator-prey model

3. Response surface method designs

4. Exploratory factor analysis

5. Regression trees and random forests

6. Mann-Whitney-Wilcoxon tests

7. Regularization (e.g. Ridge, LASSO, and elastic net)

8. Instrumental variable and Mendelian randomization

9. Graph neural network

10. Shapley values

In case you have questions, comments, or suggestions, please share them with me here.

A copy of your responses will be emailed to the address you provided.

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