Methodological Seminars (including Multilevel Analyses)

Semester

Semester 2, 2024-2025

Type of course

Methodological and Practical Courses

Date

March 3 and March 4, 2025

Location

Utrecht University

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Duration

2 days

Maximum number of participants

30

ECTS

1 EC will be appointed for participation in the complete course

Staff

Marcello Gallucci

Content, learning goals, preparation 

The goal of the workshop is to review from a theoretical and practical viewpoint the most useful applications of the linear model in psychology. This would allow students to understand and use the following statistical model:

• ANOVA/regression, with linear and non linear effects (mediation and moderation)
• Mixed models,  applied to repeated measure designs and multilevel models
• Generalized linear models,  applied as logistic, Poisson, multinomial and similar models.
• Generalized mixed models, which allows applying the Generalized linear model to repeated measure designs and multilevel models.

In the examples, SPSS, R and jamovi software is used. In the practical sessions the students will use jamovi software.