ahoi data – analysis, visualisation and playing around with data
Description: Dr. Andreas M. Brandmaier's scientific portfolio. Professor for Research Methodology (Psychology). Computer and Data Science in Lifespan Psychology.
music (52821) psychology (2722) sem (2181) computer science (1293) classification (167) time series (64) clustering (60) structural equation modeling (8) exploratory data mining (1)
Andreas Brandmaier is a Professor for Research Methodology at the Department of Psychology at the MSB Medical School Berlin . He is also head of the Formal Methods in Lifespan Psychology project at the Max Planck Institute for Human Development in Berlin, Germany, and a fellow of the Max Planck UCL Centre for Computational Psychiatry and Ageing Research.
I promote conceptual and methodological innovation within developmental psychology and in interdisciplinary context. Particularly, I develop research methods and computational tools to answer methodological challenges of lifespan psychology. My primary research interests are interindividual differences in behavioral and neural development, brain-behavior relations across the lifespan, and the adaption of datamining and machine learning approaches to challenges of psychological research, reproducibility, and
I am interested in statistical methods to better explain interindividual differences in change such as SEM trees and forests combining structural equation modeling and decision trees; finding alternative and optimal study designs when planning empirical longitudinal studies; and modeling the emergence of individuality and its relationship to brain plasticity. My research has been published in Science , Psychological Bulletin , Psychological Methods , Psychology and Aging , Developmental Psychology , Frontie
ahoi data – analysis, visualisation and playing around with data