https://orcid.org/0000-0002-5168-4911
Citations (31)
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Yuan Gao, Hongwei Zhang, Rui Zhang, Qun Yang & Yingjie Deng. (2023) Expansion method and application of initial deflection data for asphalt pavement based on the unascertained number theory: a case study. Road Materials and Pavement Design 0:0, pages 1-15.
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Oliver Lüdtke, Alexander Robitzsch & Esther Ulitzsch. (2023) A Bayesian Approach to Estimating Reciprocal Effects with the Bivariate STARTS Model. Multivariate Behavioral Research 58:3, pages 560-579.
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Alice E. Buxton, Christine Hofheinz, Carina Remmers & Johannes Michalak. (2023) When depressed—be mindful of and kind to yourself: Self-compassion as mediator of change in a mindful depression treatment. Psychotherapy Research 0:0, pages 1-13.
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Steffen Zitzmann & Christoph Helm. (2021) Multilevel Analysis of Mediation, Moderation, and Nonlinear Effects in Small Samples, Using Expected a Posteriori Estimates of Factor Scores. Structural Equation Modeling: A Multidisciplinary Journal 28:4, pages 529-546.
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Edwin Musheiguza, Tukae Mbegalo & Justine N. Mbukwa. (2023) Bayesian multilevel modelling of the association between socio-economic status and stunting among under-five-year children in Tanzania. Journal of Health, Population and Nutrition 42:1.
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Carl Delfin. (2023) Improving the stability of bivariate correlations using informative Bayesian priors: a Monte Carlo simulation study. Frontiers in Psychology 14.
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Wolfgang Wagner, Martin Hecht & Steffen Zitzmann. (2023) A SAS Macro for Automated Stopping of Markov Chain Monte Carlo Estimation in Bayesian Modeling with PROC MCMC. Psych 5:3, pages 966-982.
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Gabe Avakian Orona, Jacqueline Sue Eccles, Steffen Zitzmann, Christian Fischer & Richard Arum. (2023) Cognitive development in undergraduate emerging adults: How course-taking breadth supports skill formation. Contemporary Educational Psychology 74, pages 102206.
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Yiding Feng, Xiang Feng & Huiqun Yu. (2022) Small-sample size problems solving based on incremental learning: an adaptive Bayesian quadrature approach. Applied Intelligence 53:12, pages 15174-15187.
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Jinwen Luo, Ludovica De Carolis, Biao Zeng & Minjeong Jeon. (2023) Bayesian Estimation of Latent Space Item Response Models with JAGS, Stan, and NIMBLE in R. Psych 5:2, pages 396-415.
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Barbara Hanfstingl, Timo Gnambs, Christian Fazekas, Katharina Ingrid Gölly, Franziska Matzer & Matias Tikvić. (2021) The Dimensionality of the Brief COPE Before and During the COVID-19 Pandemic. Assessment 30:2, pages 287-301.
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Steffen Zitzmann. (2023) A Cautionary Note Regarding Multilevel Factor Score Estimates from Lavaan. Psych 5:1, pages 38-49.
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Steffen Zitzmann. 2022. Psychologische Begutachtung. Psychologische Begutachtung
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Kelsey L. Grantham, Jessica Kasza, Stephane Heritier, John B. Carlin & Andrew B. Forbes. (2022) Evaluating the performance of Bayesian and restricted maximum likelihood estimation for stepped wedge cluster randomized trials with a small number of clusters. BMC Medical Research Methodology 22:1.
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Nanette Virginia Lopez, Mark HC Lai, Chih-Hsiang Yang, Genevieve Fridlund Dunton & Britni Ryan Belcher. (2022) Associations of Maternal and Paternal Parenting Practices With Children’s Fruit and Vegetable Intake and Physical Activity: Preliminary Findings From an Ecological Momentary Study. JMIR Formative Research 6:8, pages e38326.
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Steffen Zitzmann, Julia-Kim Walther, Martin Hecht & Benjamin Nagengast. (2022) What Is the Maximum Likelihood Estimate When the Initial Solution to the Optimization Problem Is Inadmissible? The Case of Negatively Estimated Variances. Psych 4:3, pages 343-356.
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Steffen Zitzmann, Wolfgang Wagner, Martin Hecht, Christoph Helm, Christian Fischer, Lisa Bardach & Richard Göllner. (2021) How Many Classes and Students Should Ideally be Sampled When Assessing the Role of Classroom Climate via Student Ratings on a Limited Budget? An Optimal Design Perspective. Educational Psychology Review 34:2, pages 511-536.
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Steffen Zitzmann, Julian F. Lohmann, Georg Krammer, Christoph Helm, Burak Aydin & Martin Hecht. (2022) A Bayesian EAP-Based Nonlinear Extension of Croon and Van Veldhoven’s Model for Analyzing Data from Micro–Macro Multilevel Designs. Mathematics 10:5, pages 842.
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Boris Forthmann, Natalie Förster & Elmar Souvignier. (2022) Shaky Student Growth? A Comparison of Robust Bayesian Learning Progress Estimation Methods. Journal of Intelligence 10:1, pages 16.
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Seth M. Hirsh, David A. Barajas-Solano & J. Nathan Kutz. (2022) Sparsifying priors for Bayesian uncertainty quantification in model discovery. Royal Society Open Science 9:2.
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Lesa HoffmanRyan W. Walters. (2022) Catching Up on Multilevel Modeling. Annual Review of Psychology 73:1, pages 659-689.
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Anji D’souza, George A. Gale, Benjamin Michael Marshall, Daphawan Khamcha, Surachit Waengsothorn & Colin Thomas Strine. (2021) Space use and activity of Boiga cyanea – A major songbird nest predator in a seasonal tropical forest in Thailand. Global Ecology and Conservation 32, pages e01875.
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Lydia HaRim Ahn, Angel S. Dunbar, Erica E. Coates & Mia A. Smith-Bynum. (2021) Cultural and Universal Parenting, Ethnic Identity, and Internalizing Symptoms Among African American Adolescents. Journal of Black Psychology 47:8, pages 695-717.
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Steffen Zitzmann, Sebastian Weirich & Martin Hecht. (2021) Using the Effective Sample Size as the Stopping Criterion in Markov Chain Monte Carlo with the Bayes Module in Mplus. Psych 3:3, pages 336-347.
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Eunsoo Lee & Sehee Hong. (2021) Adequate Sample Sizes for a Three-Level Growth Model. Frontiers in Psychology 12.
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Oliver Lüdtke, Esther Ulitzsch & Alexander Robitzsch. (2021) A Comparison of Penalized Maximum Likelihood Estimation and Markov Chain Monte Carlo Techniques for Estimating Confirmatory Factor Analysis Models With Small Sample Sizes. Frontiers in Psychology 12.
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Xin Tong & Zijun Ke. (2021) Assessing the Impact of Precision Parameter Prior in Bayesian Non-parametric Growth Curve Modeling. Frontiers in Psychology 12.
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Susanne Schulz, Mariëlle Zondervan-Zwijnenburg, Stefanie A. Nelemans, Duco Veen, Albertine J. Oldehinkel, Susan Branje & Wim Meeus. (2021) Systematically Defined Informative Priors in Bayesian Estimation: An Empirical Application on the Transmission of Internalizing Symptoms Through Mother-Adolescent Interaction Behavior. Frontiers in Psychology 12.
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Steffen Zitzmann & Lukas Loreth. (2021) Regarding an “Almost Anything Goes” Attitude Toward Methods in Psychology. Frontiers in Psychology 12.
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Steffen Zitzmann, Christoph Helm & Martin Hecht. (2021) Prior Specification for More Stable Bayesian Estimation of Multilevel Latent Variable Models in Small Samples: A Comparative Investigation of Two Different Approaches. Frontiers in Psychology 11.
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Sanne C. Smid & Sonja D. Winter. (2020) Dangers of the Defaults: A Tutorial on the Impact of Default Priors When Using Bayesian SEM With Small Samples. Frontiers in Psychology 11.
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