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67348-01 - Lecture: Causal Inference Techniques for Data Science (6 CP)
| Semester | spring semester 2023 |
| Further events belonging to these CP |
67348-01 (Lecture) 67348-02 (Practical course) |
| Course frequency | Irregular |
| Lecturers | Giusi Moffa (giusi.moffa@unibas.ch, Assessor) |
| Content | Selected topics in advanced causal inference, such as methods for confounding adjustment in longitudinal settings and structure learning of graphical models. |
| Admission requirements | Prior exposure to key concepts in causal inference, including the terminology of potential outcomes and causal diagrams (for example to the level covered in Part I of "Hernán MA, Robins JM (2020). Causal Inference: What If. Boca Raton: Chapman & Hall/CRC.", freely available online at https://www.hsph.harvard.edu/miguel-hernan/causal-inference-book/); some familiarity with data analysis, statistical modelling and their implementation in R, at the level of an introductory course. |
| Language of instruction | English |
| Use of digital media | No specific media used |
| Interval | Weekday | Time | Room |
|---|---|---|---|
| wöchentlich | Monday | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
Dates
| Date | Time | Room |
|---|---|---|
| Monday 20.02.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 27.02.2023 | 14.15-16.00 | Fasnachstferien |
| Monday 06.03.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 13.03.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 20.03.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 27.03.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 03.04.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 10.04.2023 | 14.15-16.00 | Ostern |
| Monday 17.04.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 24.04.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 01.05.2023 | 14.15-16.00 | Tag der Arbeit |
| Monday 08.05.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 15.05.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 22.05.2023 | 14.15-16.00 | Spiegelgasse 5, Seminarraum 05.002 |
| Monday 29.05.2023 | 14.15-16.00 | Pfingstmontag |
| Modules |
Modul: Applications and Related Topics (Bachelor's degree subject: Computer Science) Module: Applications and Related Topics (Bachelor's Studies: Computer Science) Module: Applied Mathematics (Bachelor's Studies: Mathematics) Module: Statistics and Computational Science (Master's Studies: Actuarial Science) |
| Assessment format | continuous assessment |
| Assessment registration/deregistration | Reg.: course registration, dereg: cancel course registration |
| Repeat examination | no repeat examination |
| Scale | 1-6 0,5 |
| Repeated registration | as often as necessary |
| Responsible faculty | Faculty of Science, studiendekanat-philnat@unibas.ch |
| Offered by | Fachbereich Mathematik |