Teacher(s)
Language
English
Content
"Mixed models for repeated measurement data" workshop.
This workshop presents linear mixed models (sometimes also called "linear random effect models" or "multilevel models") and their use in the analysis of longitudinal data. These models generalise linear regression to the case where the observations are not independent of each other, but belong to "groups" (pupils in schools, repeated measurements on each individual, etc). Crossed random effects models are also discussed.
This workshop presents linear mixed models (sometimes also called "linear random effect models" or "multilevel models") and their use in the analysis of longitudinal data. These models generalise linear regression to the case where the observations are not independent of each other, but belong to "groups" (pupils in schools, repeated measurements on each individual, etc). Crossed random effects models are also discussed.
Teaching methods
Workshop in small group. Theoretical presentation with examples in software (SPSS). Exercise carried out by the participants at home and discussed in class.
This workshop takes place face-to-face (unless the health situation does not allow it).
This workshop takes place face-to-face (unless the health situation does not allow it).
Evaluation methods
Individual written work (no exam).
Online resources
Course Moodle website (slides, datasets for the examples).
Faculty or entity
