Introduction to Probabilistic Reasoning
Module PH8126
Basic Information
PH8126 is a semester module in German or English language at which is offered in winter semester.
This Module is included in the following catalogues within the study programs in physics.
- Subject-Related Qualification Modules for Doctoral Candidates in Physics (lecture series)
If not stated otherwise for export to a non-physics program the student workload is given in the following table.
| Total workload | Contact hours | Credits (ECTS) |
|---|---|---|
| h | 15 h | CP |
Responsible coordinator of the module PH8126 is Allen C. Caldwell.
Content, Learning Outcome and Preconditions
Content
You will learn the basics of probability theory and apply probabilistic reasoning to solve common problems encountered in research. Prerequisites are basic knowledge of linear algebra and calculus.
Learning Outcome
Bayes Theorem
Central Limit Theorem
Linear and non-linear regression
model comparison
Preconditions
Courses, Learning and Teaching Methods and Literature
Courses and Schedule
| Type | SWS | Title | Lecturer(s) | Dates | Links |
|---|---|---|---|---|---|
| VI | 1 | Introduction to Probabilistic Reasoning |
Caldwell, A.
Assistants: Knollmüller, J. |
Tue, 10:00–14:00, virtuell |
Learning and Teaching Methods
The Block Course will consist of 6 1-hour lectures and 6 1-hour recitation sessions. You will need to solve exercises and write up reports to get credit for the course.Der Blockkurs wird über Zoom übertragen.
Media
The Block Course will be broadcast via Zoom