19405001
Lecture
WiSe 20/21: Foundations in Mathematics and Statistics
Alexander Bockmayr
Comments
In this course we introduce advanced mathematical concepts and methods from optimization, numerics and statistics relevant to current reseach in bioinformatics and systems biology. Topics of interest include:
- Linear optimization (Simplex algorithm, duality)
- Integer linear optimization (branch-and-bound, cutting planes, branch-and-cut)
- Local search and metaheuristics
- Ordinary differential equations (modeling, analysis, sensitivity)
- Linear models and test theory
- Classification
- Bootstrap and model evaluation
- Markov models (EM, HMM, MCMC)
15 Class schedule
Regular appointments
Thu, 2020-11-05 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2020-11-12 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2020-11-19 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2020-11-26 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2020-12-03 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2020-12-10 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2020-12-17 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2021-01-07 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2021-01-14 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2021-01-21 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2021-01-28 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2021-02-04 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2021-02-11 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2021-02-18 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2021-02-25 10:00 - 12:00
Foundations in Mathematics and Statistics