Learning multilevel analysis using visualiszation of the predicted values: Elementary tutorial for multilevel analysis using visualizations

J. Torres - Fischmann; P. Verboon; R. van Geel

doi:10.31234/osf.io/7nzx2

Learning multilevel analysis using visualiszation of the predicted values: Elementary tutorial for multilevel analysis using visualizations

J. Torres - Fischmann^*, P. Verboon, R. van Geel

^*Corresponding author for this work

Research output: Working paper / Preprint › Preprint › Academic

Abstract

The tutorial aims to explain the basics of multilevel level models using visualizations. It is meant for students and researchers who are relatively new to multilevel analysis. By avoiding formula's as much as possible, the tutorial may in particular be useful for persons with statistical anxiety. Various simple models are explained by visualizing the predicted values from these models.

Original language	English
Publisher	PsyArXiv
Number of pages	12
DOIs	https://doi.org/10.31234/osf.io/7nzx2
Publication status	Published - 10 Dec 2021

Keywords

multilevel analysis
tutorial
hierarchical models
statistical education
visualisation

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10.31234/osf.io/7nzx2Licence: CC BY

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title = "Learning multilevel analysis using visualiszation of the predicted values: Elementary tutorial for multilevel analysis using visualizations",

abstract = "The tutorial aims to explain the basics of multilevel level models using visualizations. It is meant for students and researchers who are relatively new to multilevel analysis. By avoiding formula's as much as possible, the tutorial may in particular be useful for persons with statistical anxiety. Various simple models are explained by visualizing the predicted values from these models.",

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AB - The tutorial aims to explain the basics of multilevel level models using visualizations. It is meant for students and researchers who are relatively new to multilevel analysis. By avoiding formula's as much as possible, the tutorial may in particular be useful for persons with statistical anxiety. Various simple models are explained by visualizing the predicted values from these models.

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KW - tutorial

KW - hierarchical models

KW - statistical education

KW - visualisation

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ER -

Learning multilevel analysis using visualiszation of the predicted values: Elementary tutorial for multilevel analysis using visualizations

Abstract

Keywords

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Cite this