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 (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 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 | |
| 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 module |
| exam | oral examination performance, 30 minutes |
| details of the certificate | |
| alternative examination performance due to COVID-19 regulations incl. technical requirements | |
| signup details for alternative examinations | |
| maximum number of participants | |
| Details in degree program Bachelor Informatik 2021 | |
|---|---|
| module name | Multivariate Statistics |
| examination number | 2400805 |
| credit points | 10 |
| on-campus program (h) | 68 |
| self-study (h) | 232 |
| obligation | elective module |
| exam | oral examination performance, 30 minutes |
| details of the certificate | |
| alternative examination performance due to COVID-19 regulations incl. technical requirements | |
| signup details for alternative examinations | |
| maximum number of participants | |
| Details in degree program Bachelor Informatik 2013, Master Informatik 2021, Master Technische Kybernetik und Systemtheorie 2021, Bachelor Mathematik 2021 | |
|---|---|
| module name | Multivariate Statistics |
| examination number | 2400805 |
| 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 | |
| alternative examination performance due to COVID-19 regulations incl. technical requirements | |
| signup details for alternative examinations | |
| maximum number of participants | |