Andreas Brandmaier

Senior Research Scientist

Contact:
Phone: +49 30 82406-423
E-mail: brandmaier@mpib-berlin.mpg.de

Short CV:

Professor for Research Methods, 2021, MSB Medical School Berlin
Dr. rer. nat., 2011, Saarland University (UdS)
Dipl.-Inform. Univ., 2008, University of Technology, Munich (TUM)

IMPRS COMP2PSYCH Faculty member

Projects:

Formal Methods in Lifespan Psychology

Main Focus:

Multivariate developmental methodology
Formal models of behavioral change
Machine learning and data mining
Statistical and algorithmic modelling
Reproducibility
Brain-behavior relations across the lifespan

Selected Literature:

Boker, S. M., von Oertzen, T., Pritikin, J. N., Hunter, M. D., Brick, T. R., Brandmaier, A. M., & Neale, M. C. (2023). Products of variables in structural equation models. Structural Equation Modeling, 30(5), 708–718. https://doi.org/10.1080/10705511.2022.2141749

MPG.PuRe

DOI

Tucker-Drob, E. M., De la Fuente, J., Köhncke, Y., Brandmaier, A. M., Nyberg, L., & Lindenberger, U. (2022). A strong dependency between changes in fluid and crystallized abilities in human cognitive aging. Science Advances, 8, Article eabj2422. https://doi.org/10.1126/sciadv.abj2422

MPG.PuRe

DOI

publisher-version

Brandmaier, A. M., Ghisletta, P., & von Oertzen, T. (2020). Optimal planned missing data design for linear latent growth curve models. Behavior Research Methods, 52, 1445–1458. https://doi.org/10.3758/s13428-019-01325-y

MPG.PuRe

DOI

publisher-version

Brandmaier, A. M., Wenger, E., Bodammer, N. C., Kühn, S., Raz, N., & Lindenberger, U. (2018). Assessing reliability in neuroimaging research through intra-class effect decomposition (ICED). eLife, 7, Article e35718. https://doi.org/10.7554/eLife.35718

MPG.PuRe

DOI

publisher-version

Brandmaier, A. M., Prindle, J. J., McArdle, J. J., & Lindenberger, U. (2016). Theory-guided exploration with structural equation model forests. Psychological Methods, 21(4), 566–582. https://doi.org/10.1037/met0000090

MPG.PuRe

DOI

publisher-version

Freund, J., Brandmaier, A. M., Lewejohann, L., Kirste, I., Kritzler, M., Krüger, A., Sachser, N., Lindenberger, U., & Kempermann, G. (2013). Emergence of individuality in genetically identical mice. Science, 340(6133), 756–759. https://doi.org/10.1126/science.1235294

MPG.PuRe

DOI

publisher-version

Brandmaier, A. M., von Oertzen, T., McArdle, J. J., & Lindenberger, U. (2013). Structural equation model trees. Psychological Methods, 18, 71–86. https://doi.org/10.1037/a0030001

MPG.PuRe

DOI

publisher-version