Multivariate Statistics - 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Please note that this page is no longer updated.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 in degree program Bachelor Informatik 2013 | |
|---|---|
| module number | 200453 |
| examination number | 2400805 |
| 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 | 10 |
| on-campus program (h) | 67 |
| self-study (h) | 233 |
| 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 |
| learning outcome | Die Studierenden sind in der Lage, erhobene Daten im Rahmen eines geeigneten statistischen Modells zu analysieren und sind ebenso in der Lage z. B. das Modell der linearen Regression, und die Qualität dieser Modellierung kritisch zu prüfen. |
| content | Kovarianzanalyse, lineare und nichtlineare Regression, gemischte Effekte, verallgemeinerte lineare Modelle, Klassifikation, funktionale Datenanalyse |
| media of instruction and technical requirements for education and examination in case of online participation | Tafel, Skript, Aufgaben, Software |
| literature / references | Mardia, K. V., Kent, J. T. and Bibby, J. M. (1982). Multivariate analysis, Academic Press, London. Rao, C. R., Toutenburg, H., Shalabh and Heumann, C. (2008). Linear Models and Generalizations - Least Squares and Alternatives, 3rd edn, Springer, Berlin. Sengupta, D. and Jammalamadaka, S. R. (2003). Linear Models - An Integrated Approach, number 6 in Series on Multivariate Analysis, World Scientific Publishing Co. Pte. Ltd., Singapore. Weisberg, S. (1980). Applied Linear Regression, John Wiley & Sons, New York. |
| evaluation of teaching | |