Statistik, Datenanalyse und Simulation
Instructors: Dr. Lukas KochShortname: 08.128.730
Course No.: 08.128.730
Course Type: Vorlesung/Übung
Recommended reading list
• R.J. Barlow, Statistics• Glen Cowan, Statistical data analysis
• Olaf Behnke, Data analysis in high energy physics
• Gerhard Bohm, Günter Zech, Introduction to Statistics and Data Analysis for Physicists (PDF)
Contents
The course provides an overview of the statistical methods to analyze data and offers an introduction to MonteCarlo techniques. While the methods are often introduced with the help of examples taken from the areas of
particle, hadronic and nuclear physics, we recommend the lectures also to students specializing in other fields.
The goal of the course is to provide a solid basis that helps to successfully complete a master’s thesis in a related
area of physics.
The following areas shall be covered:
• Probability distributions and the statistical description of data;
• error propagations and the estimation of parameters;
• significance levels and decisions on hypotheses;
• Monte Carlo methods, as well as
• Statistical analysis methods.
Digitale Lehre
Short Description :
Problem Sheets
Description:
On Moodle
Inhalt der Veranstaltungen
Short Description :
Probability and Statistics in the Physical Sciences
Description:
by Byron P. Roe
Dates
| Date (Day of the week) | Time | Location |
|---|---|---|
| 04/14/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 04/17/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 04/24/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 04/28/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 05/05/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 05/08/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 05/12/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 05/15/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 05/19/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 05/22/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 05/26/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 06/02/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 06/05/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 06/12/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 06/16/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 06/23/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 06/26/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 06/30/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 07/03/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 07/07/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 07/10/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 07/14/2025 (Monday) | 08:15 - 09:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |
| 07/17/2025 (Thursday) | 14:15 - 15:45 | 01 525 Seminarraum K 2413 - Neubau Physik/Mathematik |