This module handbook serves to describe contents, learning outcome, methods and examination type as well as linking to current dates for courses and module examination in the respective sections.
PH2221 is a semester module in English language at Master’s level which is offered in winter semester.
This Module is included in the following catalogues within the study programs in physics.
- General catalogue of special courses
- Specific catalogue of special courses for nuclear, particle, and astrophysics
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)|
|150 h||75 h||5 CP|
Responsible coordinator of the module PH2221 is Allen C. Caldwell.
Content, Learning Outcome and Preconditions
In this series of lectures, we will introduce the concept of probability, develop the basic statistical distributions and provide a detailed discussion of data analysis. Example analysis tasks from current physics topics will be carried out in detail. Both frequentist and Bayesian methods will be taught. The lectures will be held in English.
You will learn how to formulate your statistical data analysis, from identifying the correct underlying statistical model, to defining your data probability functions (likelihoods) and prior probabiltiies. You will learn when Gaussian approximations are valid, the derivation and use of the Central Limit theorem, how to define and use test statistics, goodness-of-fit tests, model selection, etc.
You will be expected to have a solid background in undergraduate mathematics (Fourier transforms, differential equations, stadard integrals, etc.). You are also expected to be able to program a computer, and have access to a computer, since many of the assignments will require numerical work.
Courses, Learning and Teaching Methods and Literature
Courses and Schedule
Learning and Teaching Methods
The material will be presented in lectures, and exercises will be given for you to work on. The exercises will be a mix of analytical calculations and numerical calculations for which you will need to do some computer work. There will be a weekly recitation where the exercises and further material will be discussed.
Lecture notes will be provided. You will additionally need a computer.
A script for the course will be provided.
Description of exams and course work
In a written exam the learning outcome is tested using comprehension questions and sample problems.
In accordance with §12 (8) APSO the exam can be done as an oral exam. In this case the time duration is 25 minutes.
There is a possibility to take the exam at the end of the semester.