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

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

Access to Document

10.31234/osf.io/7nzx2Licence: CC BY

Cite this

@techreport{103f7b02bbe840919879f7ece940378e,

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.",

keywords = "multilevel analysis, tutorial, hierarchical models, statistical education, visualisation",

author = "\{Torres - Fischmann\}, J. and P. Verboon and \{van Geel\}, R.",

year = "2021",

month = dec,

day = "10",

doi = "10.31234/osf.io/7nzx2",

language = "English",

publisher = "PsyArXiv",

address = "United States",

type = "WorkingPaper",

institution = "PsyArXiv",

}

TY - UNPB

T1 - Learning multilevel analysis using visualiszation of the predicted values

T2 - Elementary tutorial for multilevel analysis using visualizations

AU - Torres - Fischmann, J.

AU - Verboon, P.

AU - van Geel, R.

PY - 2021/12/10

Y1 - 2021/12/10

N2 - 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.

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.

KW - multilevel analysis

KW - tutorial

KW - hierarchical models

KW - statistical education

KW - visualisation

U2 - 10.31234/osf.io/7nzx2

DO - 10.31234/osf.io/7nzx2

M3 - Preprint

BT - Learning multilevel analysis using visualiszation of the predicted values

PB - PsyArXiv

ER -

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

Abstract

Keywords

Access to Document

Fingerprint

Cite this