Module HPSTS 7 - Advanced Multivariate Statistics
Master's degree program in Psychology: Human Performance in Socio-Technical Systems
Module coordinator:
Participants:
- Master's degree program Psychology: Human Performance in Socio-Technical Systems, compulsory course
- recommended in the 2nd semester
Scope:
- 2 SWS lecture
- 2 SWS seminar (computer seminar) in 2 groups
Note on implementation
An Opal course will be set up for the module (at the latest one week before the start of the courses of the current semester), in which all information, schedules, videos, tasks, teaching materials, etc. will be provided.
Central content and software:
General linear model
Generalized linear models
Multilevel models
Measurements of change
Linear structural equation models
Regression models with many correlated predictors
Software: SPSS, AMOS
Basic literature on the module:
- Rudolf, M. & Buse, J. (2020). Multivariate Verfahren. Eine praxisorientierte Einführung mit Anwendungsbeispielen in SPSS (3. Aufl.). Göttingen: Hogrefe.
- Rudolf, M. & Vogel-Blaschka, D. (2023). Komplexe regressionsanalytische Verfahren. Eine praxisorientierte Einführung mit Anwendungsbeispielen in R und SPSS. Göttingen: Hogrefe.