From Nuisance to Novel Research Questions: Using Multilevel Models to Predict Heterogeneous Variances
Abstract
Constructs that reflect differences in variability are of interest to many researchers studying workplace phenomena. The aggregation methods typically used to investigate “variability-based” constructs suffer from several limitations, including the inability to include Level 1 predictors and a failure to account for uncertainty in the variability estimates. We demonstrate how mixed-effects location-scale (MELS) and heterogeneous variance models,...
Paper Details
Title
From Nuisance to Novel Research Questions: Using Multilevel Models to Predict Heterogeneous Variances
Published Date
Nov 22, 2019
Volume
24
Issue
2
Pages
342 - 388
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