Construction of the average variance extracted index for construct validation in structural equation models with adaptive regressions

A range of indicators, such as the average variance extracted (AVE), is commonly used to validate constructs. In statistics, AVE is a measure of the amount of variance that is captured by a construct in relation to the amount of variance due to measurement error. These conventional indices are forme...

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Bibliographic Details

Published in:	Communications in statistics. Simulation and computation Vol. 52; no. 4; pp. 1639 - 1650
Main Authors:	dos Santos, Patricia Mendes, Cirillo, Marcelo Ângelo
Format:	Journal Article
Language:	English
Published:	Philadelphia Taylor & Francis 03.04.2023 Taylor & Francis Ltd
Subjects:	Adaptive regression Error analysis Kurtosis Monte Carlo simulation Multivariate statistical analysis Outliers Outliers (statistics) Structural equation model Structural equation modeling Structural models Variance
ISSN:	0361-0918, 1532-4141
Online Access:	Get full text
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