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a property of remaining unchanged regardless of changes in the conditions of measurement

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Which is the measurement invariance level necessary for a multiple regression analysis?

Considering that metric invariance (loadings constrained to be equal across groups) across confounder variables groups (gender, age) is supported for the predictor variable and for the outcome variable … , is it ok to run multiple regression models (examples : binomial negative , logistic regression) or is it necessary to have also scalar invariance ( loadings and intercepts constrained) ? …
Mirtes Garcia Pereira's user avatar