Publications of Andreas Markus Brandmaier
All genres
Journal Article (54)
2013
Journal Article
Brandmaier, A. M., von Oertzen, T., , & Lindenberger, U. (2013). Structural equation model trees. Psychological Methods, 18, 71–86. https://doi.org/10.1037/a0030001
Journal Article
Brandmaier, A. M., , , , , , Lindenberger, U., & (2013). Emergence of individuality in genetically identical mice. Science, 340(6133), 756–759. https://doi.org/10.1126/science.1235294
,
Journal Article
von Oertzen, T., & Brandmaier, A. M. (2013). Optimal study design with identical power: An application of power equivalence to latent growth curve models. Psychology and Aging, 28(2), 414–428. https://doi.org/10.1037/a0031844
2012
Journal Article
Wrzus, C., Brandmaier, A. M., von Oertzen, T., Müller, V., Wagner, G. G., & Riediger, M. (2012). A new approach for assessing sleep duration and postures from ambulatory accelerometry. PLoS ONE, 7(10), Article e48089. https://doi.org/10.1371/journal.pone.0048089
Book Chapter (5)
2022
Book Chapter
Brandmaier, A. M. (in press). Machine learning for mobile sensing data. In , , , , & (Eds.), Mobile sensing in psychology: Methods and applications. Guilford Press.
Book Chapter
Brandmaier, A. M. (in press). Big data dimensionality reduction. In , , , , & (Eds.), Mobile sensing in psychology: Methods and applications. Guilford Press.
Book Chapter
Brandmaier, A. M., & (in press). Machine-learning approaches to structural equation modeling. In (Ed.), Handbook of structural equation modeling (2nd rev. ed.). Guilford Press.
2018
Book Chapter
Brandmaier, A. M., Driver, C. C., & Voelkle, M. C. (2018). Recursive partitioning in continuous time analysis. In , , & M. C. Voelkle (Eds.), Continuous time modeling in the behavioral and related sciences (pp. 259–282). Springer.
2014
Book Chapter
Brandmaier, A. M., von Oertzen, T., , & Lindenberger, U. (2014). Exploratory data mining with structural equation model trees. In & (Eds.), Contemporary issues in exploratory data mining in the behavioral sciences (pp. 96–127). Routledge.
Thesis - PhD (1)
2011
Thesis - PhD
Brandmaier, A. M. (2011). Permutation distribution clustering and structural equation model trees [PhD Thesis, Universität des Saarlandes Saarbrücken].