Multiple Imputation to Balance Unbalanced Designs for Two-Way Analysis of Variance

A balanced ANOVA design provides an unambiguous interpretation of the F-tests, and has more power than an unbalanced design. In earlier literature, multiple imputation was proposed to create balance in unbalanced designs, as an alternative to Type-III sum of squares. In the current simulation study...

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Bibliographic Details
Main Authors: Joost R. van Ginkel, Pieter M. Kroonenberg
Format: Article
Language:English
Published: PsychOpen GOLD/ Leibniz Institute for Psychology 2021-03-01
Series:Methodology
Subjects:
Online Access:https://meth.psychopen.eu/index.php/meth/article/view/6085