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start bootstrap home portfolio software literature contact andreas m. brandmaier computer & data scientist in lifespan psychology find out more about me portfolio andreas brandmaier is head of the formal methods in lifespan psychology project at the max planck institute for human development in berlin, germany. he is also a fellow of the max planck ucl centre for computational psychiatry and ageing research. dr. brandmaier promotes conceptual and methodological innovation within developmental psychology and in interdisciplinary context. particularly, he develops methods and computational tools to answer methodological challenges of lifespan psychology. his 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. andreas is interested in exploratory 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. dr. brandmaier's recent research has been published in science , psychological bulletin , psychological methods , psychology and aging , developmental psychology , frontiers in psychology , neuroscience , and neuroimage . in 2015, andreas brandmaier won the heinz-billing-award for outstanding contributions to computational science. showcase -- structural equation model trees and forests. structural equation model (sem) trees and forests, a combination of sems and decision trees, are data-analytic tool for theory-guided exploration of empirical data. they allow for the automatic selection of variables that predict differences across individuals in specific theoretical models, for instance, differences in latent factor profiles or developmental trajectories. learn more terminal decline in well-being well-being is often relatively stable across adulthood and old age, but typically exhibits pronounced deteriorations and vast individual differences in the terminal phase of life. what factors, such as physical health and social support are associated with differences in well-being changes? learn more emergence of individuality how do people develop into distinct individuals? our findings support the notion that beyond genes and environment, development itself constitutes a third source of individual differences. learn more reliability of neuroimaging methods magnetic resonance imaging has become an indispensable tool for studying associations of structural and functional properties of the brain with behavior in humans. we developed the iced framework to identify and separate different measurement characteristics (day, session, or scanner in multisite studies) and their effects on reliability. iced supports researchers in developing more reliable neuroimaging studies. learn more previous next -- software ωnyx ωnyx is a free software environment for creating and estimating structural equation models (sem). learn more sem trees & forests sem trees combine structural equation models and decision trees to an exploratory method to refine theory-driven models. learn more pdc pdc is an r package for clustering time series based on their relative complexity. learn more lifespan lifespan allows evaluating and deriving optimal longitudinal study designs. learn more selected literature tucker-drob, e. m., brandmaier, a. m., & lindenberger, u. (in press). coupled cognitive changes in adulthood: a meta-analysis. psychological bulletin . 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:e35718. doi: 10.7554/elife.35718. full text . brandmaier, a. m., von oertzen, t., ghisletta, p., lindenberger, u., & hertzog, c. (2018). precision, reliability, and effect size of slope variance in latent growth curve models: implications for statistical power analysis. frontiers in psychology , 9:294. doi:10.3389/fpsyg.2018.00294 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 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 brandmaier, a. m., oertzen, t. v., mcardle, j. j., & lindenberger, u. (2013). structural equation model trees. psychological methods , 18, 71-86. doi: 10.1037/a0030001 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 view more items -- collaborators the following interactive chart shows my recent collaborations. an edge between two nodes in this graph means that the corresponding two authors have jointly published with me in the last couple of years. by the time you are reading this, this is probably outdated but it shows at least a subset of my valued collaborators. zoom in and out with the mouse wheel. click and drag the background to move the graph. click nodes to highlight individual collaborators and their subnetworks: vertically centered text -- i develop open software to foster open science. you'll find most of my software packages here: https://github.com/brandmaier/ . if you are stuck with what to research next, try my psych title generator: https://twitter.com/robotresearcher some examples are: using complaining behavior and lack of empathy to predict early marriage. city pollution and healthy self-love: a multifoci theoretical extension. is birth order always beneficial? hand hygiene as a moderator. find the generator's source code on github . -- find me on twitter linkedin orcid researchgate -- dr. andreas m. brandmaier work contact: max planck institute for human development lentzeallee 94 14195 berlin germany +49 (30) 82406-423 [email protected] bitte beachten sie unsere datenschutzerklärung . klicken sie hier um die erfassung von daten von google analytics für diese webseite deaktivieren. -- -- copyright © andreas m. brandmaier 2018 this webpage is my private web site and not affiliated with the max planck institute for human development. website design is based on bootstrap stylish portfolio theme. theme image was provided by deathtostock. carousel images were kindly provided under creative commons license by girish gopi, aftab uzzaman, adam koford, and marcus mailov via flickr.com.

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