Multivariate Statistics - Modultafeln of TU Ilmenau
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| module properties module number 200453 - common information | |
|---|---|
| module number | 200453 |
| department | Department of Mathematics and Natural Sciences |
| ID of group | 2412 (Group for Probability Theory and Mathematical Statistics) |
| module leader | Prof. Dr. Thomas Hotz |
| language | Deutsch |
| term | Sommersemester |
| previous knowledge and experience |
Maßtheorie & Stochastik
oder Stochastik |
| learning outcome | Die Studierenden sind in der Lage, erhobene Daten im Rahmen eines geeigneten statistischen Modellszu analysieren und sind ebenso in der Lage z.B das Modell der linearen Regresseion, 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 | 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 | |
| Details reference subject | |
|---|---|
| module name | Multivariate Statistics |
| examination number | 2400805 |
| credit points | 10 |
| SWS | 6 (4 V, 2 Ü, 0 P) |
| on-campus program (h) | 67.5 |
| self-study (h) | 232.5 |
| Obligation | obligatory |
| exam | oral examination performance, 30 minutes |
| details of the certificate | |
| Signup details for alternative examinations | |
| maximum number of participants | |