Prior Specification for More Stable Bayesian Estimation of Multilevel Latent Variable Models in Small Samples: A Comparative Investigation of Two Different Approaches

Steffen Zitzmann; Christoph Helm; Martin Hecht

doi:10.3389/fpsyg.2020.611267

Prior Specification for More Stable Bayesian Estimation of Multilevel Latent Variable Models in Small Samples: A Comparative Investigation of Two Different Approaches

Steffen Zitzmann
, Christoph Helm
, Martin Hecht

Department of Educational Research

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	611267
Pages (from-to)	1-11
Number of pages	11
Journal	Frontiers in Psychology
Volume	11
DOIs	https://doi.org/10.3389/fpsyg.2020.611267
Publication status	Published - 2021

Fields of science

503 Educational Sciences
503007 Didactics
503011 Subject didactics of humanities
503014 Subject didactics of social sciences
503033 Political education
501005 Developmental psychology
501016 Educational psychology
503006 Educational research
503025 School pedagogy
503032 Teaching and learning research

JKU Focus areas

Digital Transformation

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10.3389/fpsyg.2020.611267

Cite this

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title = "Prior Specification for More Stable Bayesian Estimation of Multilevel Latent Variable Models in Small Samples: A Comparative Investigation of Two Different Approaches",

author = "Steffen Zitzmann and Christoph Helm and Martin Hecht",

year = "2021",

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language = "English",

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journal = "Frontiers in Psychology",

issn = "1664-1078",

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T1 - Prior Specification for More Stable Bayesian Estimation of Multilevel Latent Variable Models in Small Samples: A Comparative Investigation of Two Different Approaches

AU - Zitzmann, Steffen

AU - Helm, Christoph

AU - Hecht, Martin

PY - 2021

Y1 - 2021

UR - https://www.scopus.com/pages/publications/85100627690

U2 - 10.3389/fpsyg.2020.611267

DO - 10.3389/fpsyg.2020.611267

M3 - Article

C2 - 33569026

SN - 1664-1078

VL - 11

SP - 1

EP - 11

JO - Frontiers in Psychology

JF - Frontiers in Psychology

M1 - 611267

ER -

Prior Specification for More Stable Bayesian Estimation of Multilevel Latent Variable Models in Small Samples: A Comparative Investigation of Two Different Approaches

Fields of science

JKU Focus areas

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