Abteilung Psychologie
Dr. Christoph Kiefer
christoph.kiefer@uni-bielefeld.de
- Telefon
- +49 521 106-86889
- Telefon Sekr.
- +49 521 106-4508
- Raum
- UHG T4-239
- Curriculum Vitae
- Aktuelle Forschungsthemen
Research interests focus on:
- Causal and Statistical Inference in Generalized Linear and Additive Models
- Estimation of Generalized Linear Models with Latent Covariates and Their Interactions
- Subgroup Discovery Techniques in Structural Equation Modeling
- Longitudinal Models for Higher Education Research
- Awards
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Gustav-A.-Lienert-Preis (2023)
Der mit 1.500 Euro dotierte Dissertationspreis, gesponsert vom Springer-Verlag, Heidelberg, wird von der Fachgruppe "Methoden und Evaluation" der Deutschen Gesellschaft für Psychologie (DGPs) alle zwei Jahre ausgeschrieben.
Type: Verleihung Status: validiert Year: 2023
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- Publikationen
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Kiefer C, Benit N. What is Applicant Faking Behavior? A Review on the Current State of Theory and Modeling Techniques. Journal of European Psychology Students. 2016;7(1):9-19.
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Kiefer C, Rosseel Y, Wiese BS, Mayer A. Modeling and predicting non-linear changes in educational trajectories: The multilevel latent growth components approach. Psychological Test and Assessment Modeling. 2018;60(2):189–22.
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Kiefer C, Mayer A. Average Effects Based on Regressions with a Logarithmic Link Function: A New Approach with Stochastic Covariates. Psychometrika. 2019;84(2):422-446.
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Kiefer C. Average and conditional treatment effects on count outcomes : a moment-based approach. Aachen: RWTH Aachen; 2020.
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Lemmerich F, Kiefer C, Langenberg B, Cacho Aboukhalil J, Mayer A. Mining Exceptional Mediation Models. In: Helic D, Leitner G, Stettinger M, Felfernig A, Raś ZW, eds. Foundations of Intelligent Systems. 25th International Symposium, ISMIS 2020, Graz, Austria, September 23–25, 2020, Proceedings. Lecture Notes in Computer Science. Vol 12117. Cham: Springer ; 2020: 318-328.
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Kiefer C, Mayer A. Accounting for Latent Covariates in Average Effects from Count Regressions. Multivariate Behavioral Research. 2020:1-16.
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Claus AM, Arend MG, Burk CL, Kiefer C, Wiese BS. Cross-classified models in I/O psychology. Journal of Vocational Behavior. 2020;120: 103447.
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Kiefer C, Lemmerich F, Langenberg B, Mayer A. Subgroup Discovery in Structural Equation Models. PsyArXiv. 2021.
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Mayer A, Kiefer C, Langenberg B, Lemmerich F. Using subgroup discovery and latent growth curve modeling to identify unusual developmental trajectories. In: Engel U, Quan-Haase A, Liu SX, Lyberg L, eds. Handbook of Computational Social Science, Volume 2. Data Science, Statistical Modelling, and Machine Learning Methods. London: Routledge; 2021: 244-268.
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Kiefer C, Mayer A. Treatment effects on count outcomes with non‐normal covariates. British Journal of Mathematical and Statistical Psychology. 2021;74(3): bmsp.12237.
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Kiefer C, Lemmerich F, Langenberg B, Mayer A. Subgroup discovery in structural equation models. Psychological Methods. 2022.
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Kiefer C, Claus AM, Jung AJ, Wiese BS, Mayer A. Discovering Exceptional Development of Commitment in Interdisciplinary Study Programs. Zeitschrift für Psychologie. 2023;231(1):53-64.
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Claus AM, Lampel G, Kiefer C, Mayer A, Wiese BS. Interdisciplinary, Multidisciplinary, and Monodisciplinary Study Programs in Germany: A classification scheme. NEPS Survey Paper. Vol 103. LIfBi Leibniz Institute for Educational Trajectories; 2023.
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Kiefer C, Wilker S, Mayer A. Interactions Between Latent Variables in Count Regression Models. PsyArXiv. 2023.
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Kiefer C, Lugauer B, Mayer A. Definition and Identification of Causal Ratio Effects. 2023.
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Kiefer C, Woud ML, Blackwell SE, Mayer A. Average treatment effects on binary outcomes with stochastic covariates. British Journal of Mathematical and Statistical Psychology. 2024.
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Stappert A, Kiefer C, Wild E, Mayer A. Entwicklung einer Skala zur Messung subjektiver, impliziter Fähigkeitsüberzeugungen in Statistik. Diagnostica. 2024.
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Kiefer C, Wilker S, Mayer A. Interactions between latent variables in count regression models. Behavior Research Methods. 2024.
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- Projekte
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Durchschnittliche und bedingte Treatmenteffekte bei dichotomen Outcome-Variablen
Status: laufend Time: Oct 2024 - Sep 2027
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