| Title | Time | Room | Teacher |
|---|---|---|---|
| Applied statistics in life science systems | 05.11.2024 09:30 - 16:00 (Tue) | Graduate Center of Life Sciences, Seminarroom 1st floor, Alte Akademie 8a, 85354 Freising | Prof. Dr. Cornelius Senf |
| Applied statistics in life science systems | 07.11.2024 09:30 - 16:00 (Thu) | Graduate Center of Life Sciences, Seminarroom 1st floor, Alte Akademie 8a, 85354 Freising | Prof. Dr. Cornelius Senf |
| Applied statistics in life science systems | 12.11.2024 09:30 - 16:00 (Tue) | Graduate Center of Life Sciences, Seminarroom 1st floor, Alte Akademie 8a, 85354 Freising | Prof. Dr. Cornelius Senf |
| Applied statistics in life science systems | 19.11.2024 09:30 - 16:00 (Tue) | Graduate Center of Life Sciences, Seminarroom 1st floor, Alte Akademie 8a, 85354 Freising | Prof. Dr. Cornelius Senf |
| Applied statistics in life science systems | 21.11.2024 09:30 - 16:00 (Thu) | Graduate Center of Life Sciences, Seminarroom 1st floor, Alte Akademie 8a, 85354 Freising | Prof. Dr. Cornelius Senf |
| Applied statistics in life science systems | 26.11.2024 09:30 - 16:00 (Tue) | Graduate Center of Life Sciences, Seminarroom 1st floor, Alte Akademie 8a, 85354 Freising | Prof. Dr. Cornelius Senf |
The course gives an overview of basic and advanced statistical modeling techniques, their limitations and how to deal with those limitations, and how to approach complex data analysis projects. The course will also deepen the student’s knowledge in the programming language R, even though the focus is on statistics.
• Mathematical basics and probability theory
• Parameter estimation and uncertainty
• Misuse of statistcs and causality
• Simple models
• Model checking
• More complex models
• Hierachies
• Bayesian statistics
Lecture, Demonstrations, Excercises (PC), Homework
☒ Beginn der Promotion / Beginning of the doctorate
☒ Während der Promotion / During the doctorate
☒ Endphase der Promotion / End of the doctorate
Basic knowledge in statistics, knowledge in R is a plus
Notebook
There will be prior reading material and a refresher on R
Prof. Dr. Cornelius Senf leads the Professorship of Earth Observation for Ecosystem Management at the School of Life Science. He has a background in geography and physics and his research focusses on the use of Earth Observation technology for understanding ecosystem change. He also has long experience in teaching applied statistics, including classes at Bachelors, Masters and PhD level at Humboldt-University of Berlin, ETH Zürich and Technical University of Munich.