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Andreas Brandmaier

© Privat
Wissenschaftlicher Mitarbeiter
+49 30 82406-423
brandmaier [at] mpib-berlin [dot] mpg [dot] de
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Akademischer Steckbrief: 

Dr. rer. nat., 2011, Universität des Saarlandes (UdS)
Dipl.-Inform. Univ., 2008, Technische Universität München (TUM)


Forschungsinteressen: 
  • Zusammenhänge zwischen Verhalten und Gehirn über die Lebensspanne
  • Multivariate Methoden der Entwicklungsforschung
  • Formale Modelle der Verhaltensentwicklung
  • Maschinelles Lernen und Data Mining
  • Statistische und algorithmische Modellierung

Ausgewählte Literatur: 

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. Science340(6133), 756-759. doi:10.1126/science.1235294

Brandmaier, A. M., Oertzen, T. v., McArdle, J. J., & Lindenberger, U. (2013). Structural equation model trees. Psychological Methods18, 71-86. doi: 10.1037/a0030001

Alle aufklappen Curriculum Vitae

zuklappen Publikationen

Brandmaier, A. M., Driver, C., & Voelkle, M. C. (in press). Recursive partitioning in continuous time analysis. In K. van Montfort, J. Oud, & M. C. Voelkle (Eds.), Continuous time modeling in the behavioral and related sciences. New York: Springer.

Kievit, R., Brandmaier, A., Ziegler, G., van Harmelen, A.-L., de Mooij, S., Moutoussis, M., Goodyer, I., Bullmore, E., Jones, P., Fonagy, P., the Neuroscience in Psychiatry Network (NSPN) Consortium, Lindenberger, U., & Dolan, R. J. (in press). Developmental cognitive neuroscience using latent change score models: A tutorial and applications. Developmental Cognitive Neuroscience.

Walhovd, K. B., Fjell, A. M., Westerhausen, R., Nyberg, L., Ebmeier, K. P., Lindenberger, U., Bartrés-Faz, D., Baaré, W. F., Siebner, H. R., Henson, R., Drevon, C. A., Strømstad Knudsen, G. P., Ljøsne, I. B., Penninx, B. W. J. H., Ghisletta, P., Rogeberg, O., Tyler, L., Bertram, L., Mowinckel, A. M. M., Amlien, I., Andersson, M., Pudas, S., Stiernstedt, M., Johansen-Berg, H., Zsoldos, E., Suri, S., Sexton, C. E., Kühn, S., Brandmaier, A. M., Köhncke, Y., Düzel, S., Solé-Padullés, C., Segura Fabregas, B., Skak Madsen, K., Baruël Johansen, L., Rigina, O., Kjær, M., Garde, E., Kievit, R., Gundersen, T., Fossheim, T., Nawijn, L., Cekic, S., Lill, C. M., & Bodorkos Friedman, B. (in press). Healthy minds 0-100 years: Optimising the use of European brain imaging cohorts ("Lifebrain"). European Psychiatry.

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. Developmental Psychology, 53, 996-1012. doi:10.1037/dev0000274
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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). Berlin: DIW.
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Kievit, R., Brandmaier, A., Ziegler, G., van Harmelen, A.-L., de Mooij, S., Moutoussis, M., Goodyer, I., Bullmore, E., Jones, P., Fonagy, P., the Neuroscience in Psychiatry Network (NSPN) Consortium, Lindenberger, U., & Dolan, R. J. (2017). Developmental cognitive neuroscience using latent change score models: A tutorial and applications. BioRxiv. doi:10.1101/110429
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Bender, A. R., Prindle, J. J., Brandmaier, A. M., & Raz, N. (2016). White matter and memory in healthy adults: Coupled changes over two years. NeuroImage, 131, 193-204. doi:10.1016/j.neuroimage.2015.10.085
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Brandmaier, A. M., Prindle, J. J., McArdle, J. J., & Lindenberger, U. (2016). Theory-guided exploration with structural equation model forests. Psychological Methods, 21, 566-582. doi:10.1037/met0000090
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Brandmaier, A. M. (2015). pdc: An R package for complexity-based clustering of time series. Journal of Statistical Software, 67. doi:10.18637/jss.v067.i05
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Brandmaier, A. M., von Oertzen, T., Ghisletta, P., Hertzog, C., & Lindenberger, U. (2015). LIFESPAN: A tool for the computer-aided design of longitudinal studies. Frontiers in Psychology, 6:272. doi:10.3389/fpsyg.2015.00272
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Freund, J., Brandmaier, A. M., Lewejohann, L., Kirste, I., Kritzler, M., Krüger, A., Sachser, N., Lindenberger, U., & Kempermann, G. (2015). Association between exploratory activity and social individuality in genetically identical mice living in the same enriched environment. Neuroscience, 309, 140-152. doi:10.1016/j.neuroscience.2015.05.027
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Karch, J. D., Sander, M. C., von Oertzen, T., Brandmaier, A. M., & Werkle-Bergner, M. (2015). Using within-subject pattern classification to understand lifespan age differences in oscillatory mechanisms of working memory selection and maintenance. NeuroImage, 118, 538-552. doi:10.1016/j.neuroimage.2015.04.038
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Lever, A. G., Werkle-Bergner, M., Brandmaier, A. M., Ridderinkhof, K. R., & Geurts, H. M. (2015). Atypical working memory decline across the adult lifespan in autism spectrum disorder? Journal of Abnormal Psychology, 124, 1014-1026. doi:10.1037/abn0000108
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von Oertzen, T., Brandmaier, A. M., & Tsang, S. (2015). Structural equation modeling with Ωnyx. Structural Equation Modeling, 22, 148-161. doi:10.1080/10705511.2014.935842
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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). New York: Routledge.

Ghisletta, P., Bäckman, L., Bertram, L., Brandmaier, A. M., Gerstorf, D., Liu, T., & Lindenberger, U. (2014). The Val/Met polymorphism of the Brain-Derived Neurotrophic Factor (BDNF) gene predicts decline in perceptual speed in older adults. Psychology and Aging, 29, 384-392. doi:10.1037/a0035201
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Brandmaier, A. M., von Oertzen, T., McArdle, J. J., & Lindenberger, U. (2013). Structural equation model trees. Psychological Methods, 18, 71-86. doi:10.1037/a0030001
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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. doi:10.1126/science.1235294
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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, 414-428. doi:10.1037/a0031844
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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):e48089. doi:10.1371/journal.pone.0048089
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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). Berlin: DIW.
(Reprinted from PLoS ONE, 7(10):e48089, 2012, doi:10.1371/journal.pone.0048089)
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Brandmaier, A. M. (2011). Permutation distribution clustering and structural equation model trees. Doctoral dissertation, Universität des Saarlandes, Saarbrücken, Germany.
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