Publications of Andreas M. Brandmaier

Book Chapter (5)

2022
Book Chapter
Brandmaier, A. M. (in press). Machine learning for mobile sensing data. In M. Mehl, M. Eid, C. Wrzus, G. Harari, & U. Ebner-Priemer (Eds.), Mobile sensing in psychology: Methods and applications. Guilford Press.
Book Chapter
Brandmaier, A. M. (in press). Big data dimensionality reduction. In M. Mehl, M. Eid, C. Wrzus, G. Harari, & U. Ebner-Priemer (Eds.), Mobile sensing in psychology: Methods and applications. Guilford Press.
Book Chapter
Brandmaier, A. M., & Jacobucci, R. C. (in press). Machine-learning approaches to structural equation modeling. In R. H. Hoyle (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 K. van Montfort, J. H. L. Oud, & 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., McArdle, J. J., & Lindenberger, U. (2014). Exploratory data mining with structural equation model trees. In J. J. McArdle & G. Ritschard (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].

Working Paper (2)

2017
Working Paper
Brandmaier, A. M., Ram, N., Wagner, G. G., & Gerstorf, D. (2017). Terminal decline in well-being: The role of multi-indicator constellations of physical health and psychosocial correlates (SOEPpapers on Multidisciplinary Panel Data Research No. 912). DIW.
2012
Working Paper
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 (SOEPpapers on Multidisciplinary Panel Data Research No. 507).

Preprint (3)

2022
Preprint
Buchberger, E. S., Ngo, C. T., Brandmaier, A. M., & Werkle-Bergner, M. (2022). Estimating statistical power for structural equation models in developmental cognitive science: A tutorial in R. PsyArXiv, July 22, 2022. https://doi.org/10.31234/osf.io/gsdvz
Preprint
Fjell, A. M., Sørensen, Ø., Wang, Y., Amlien, I. K., Baaré, W. F. C., Bartrés-Faz, D., Bertram, L., Boraxbekk, C.-J., Brandmaier, A. M., Demuth, I., Drevon, C. A., Ebmeier, K. P., Ghisletta, P., Kievit, R., Kühn, S., Madsen, K. S., Mowinckel, A. M., Nyberg, L., Sexton, C. E., Solé-Padullés, C., Vidal-Piñeiro, D., Wagner, G., Watne, L. O., & Walhovd, K. B. (2022). Sleep duration and brain structure: Phenotypic associations and genotypic covariance. BioRxiv, February 17, 2022. https://doi.org/10.1101/2022.02.15.480501
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