This is the homepage of the above PhD course given by the Data Science Laboratory hosted by the Department of Mathematical Sciences and the Department of Computer Science. This homepage contains information and material such as course plans, slides, exercises and R files. The lecturer is Anton Rask Lundborg with TA Ulises Bercovich Szulmajster assisting at the exercises.
The lectures are given Wednesdays from 9.15 to 12.45 on Frederiksberg Campus (Bülowsvej 17):
The exercise classes are held Wednesdays from 14.00 to 16.45 on Frederiksberg Campus (Thorvaldsensvej 40 or Bülowsvej 17):
The following schedule will be continuously updated with exercises, datafiles and slides.
| Date | Topic | Book reference | Slides | Exercises | Datafiles |
|---|---|---|---|---|---|
| 22 Nov 2023 | Basic principles | Chapters 1, 3 and 4 | day1.pdf | ex_day1.pdf | day1.zip |
| 29 Nov 2023 | Counts and proportions | Chapter 6 (possibly skipping 6.1 and 6.3) |
day2.pdf | ex_day2.pdf | day2.zip |
| 6 Dec 2023 | Categorical regression | Chapter 10 (skipping 10.1.2 and 10.1.3) |
day3.pdf | ex_day3.pdf | day3.zip |
| 13 Dec 2023 | Regression analysis Analysis of Variance |
Chapter 7 | day4.pdf | ex_day4.pdf | day4.zip |
| 20 Dec 2023 | Random effects Repeated measurements |
Chapter 9 (skipping 9.4, 9.6 and 9.7) |
day5.pdf | ex_day5.pdf | day5.zip |
| 3 Jan 2024 | Non-linear regression Design of Experiments Mediation and Confounding |
Chapter 11 | day6.pdf | ex_day6.pdf | day6.zip |