Methodenzentrum

Psychometrie

Leitung: Prof. Dr. Holger Brandt

Der Arbeitsbereich Psychometrie befasst sich mit der Entwicklung statistischer Methoden zur Beantwortung psychometrischer Fragestellungen in komplexen Datensätzen, insbesondere in intensiven Längsschnittdaten. Hierbei werden latente Variablenmodelle verwendet und Methoden des maschinellen Lernens für die Verhaltens- und Sozialwissenschaften integriert.

Zentrale Schwerpunkte der Entwicklungsarbeiten erfolgen in den folgenden Gebieten:

  • Kausale Modelle zur Beurteilung von Mediatorvariablen
  • Entwicklungen im Rahmen von „dynamischen Strukturgleichunsgsmodellen“ zur Modellierung von intensiven Längsschnittdaten, z.B. aus der klinischen Psychologie
  • Sparsamkeit in komplexen Modellen 

 

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