Multivariate Statistics 1 - Interactive curriculae of TU Ilmenau
The interactive curriculae provide information on the degree programmes offered by the TU Ilmenau.
Please refer to the respective study and examination rules and regulations for the legally binding curricula (Annex Curriculum).
You can find all details on planned lectures and classes in the course catalogue.
Please note that this page is no longer updated. All modules and study plans from PO version 2021 onwards (Bachelor and Master study programs) are now available on the Campus Portal.
| module properties Multivariate Statistics 1 in degree program Bachelor Data Science 2025 | |
|---|---|
| module number | 201252 |
| examination number | 2400912 |
| department | Department of Mathematics and Natural Sciences |
| ID of group | 2412 (Probability Theory and Mathematical Statistics) |
| module leader | Prof. Dr. Thomas Hotz |
| term | summer term only |
| language | Deutsch |
| credit points | 5 |
| on-campus program (h) | 34 |
| self-study (h) | 116 |
| obligation | elective module |
| exam | oral examination performance, 30 minutes |
| details of the certificate | |
| link to Moodle course | |
| teacher | |
| signup details for alternative examinations | |
| maximum number of participants | |
| previous knowledge and experience | Maßtheorie & Stochastik oder Stochastik, lineare Algebra reeller Vektorräume |
| learning outcome | Die Studierenden kennen vorrangig lineare Modelle zur Beschreibung multivariater, niedrig-dimensionaler Daten, deren Eigenschaften sowie die zugehörigen statistischen Analyseverfahren und deren Eigenschaften. Sie sind in der Lage, erhobene Daten damit zu modellieren und zu analysieren sowie die Ergebnisse zu interpretieren. Ferner können sie die Eigenschaften des Modells und der zugehörigen Verfahren formal zu untersuchen sowie hinsichtlich ihrer Eignung für die gegebene Fragestellung kritisch zu prüfen. |
| content | Kovarianzanalyse, Dimenionsreduktion, Regression, Modellwahl, Klassifikation; jeweils mit einem Fokus auf lineare, niedrig-dimensionale Verfahren |
| media of instruction and technical requirements for education and examination in case of online participation | Beamer / Tafel / Skript / Aufgaben / Software; |
| literature / references | Mardia, K. V., Kent, J. T. and Bibby, J. M. (1982). Multivariate analysis, Academic Press, London. |
| evaluation of teaching | |