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The model is flexible enough to handle multiple outcome variables, multidimensional heterogeneity, and multiple clusters.
An advantage of using multilevel analysis is its flexibility, since it naturally allows to add further levels to the model and to accommodate for multiple outcome variables.
In cases of multiple outcome variables, the use of the logit and probit models is extended to a multinomial logit or probit analysis (Damodar 2004).
The study had multiple outcome variables, and no corrections for multiple testing were used.
For analyses with multiple outcome variables, initial analysis was done using multivariate ANOVA with all possible outcome and predictor variables.
The logic extends to the case of a multivariate ANOVA or regression, which has multiple outcome variables.
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The specification of Eq. 5 in multiple outcome dependent variables for same sets of exogenous variables lends itself to the use of the multinomial logit model and the maximum likelihood estimation technique (Damodar 2004).
CCA is appropriate in the same situations where multiple regressions would be but where there are multiple intercorrelated outcome variables.
The final model for ACR x scores used a modified latent variable (ACRL) approach for multiple related binary outcome variables.
Observational studies in epidemiology often involve several sources of uncertainty, such as measurement error, proxy variables of unknown validity, confounder adjustment, and multiple comparisons with outcome variables.
SEMs constitute a broad range of multivariate regression models that allow complex dependencies among multiple predictors and outcome variables and are widely used in economics, sociology and psychology (Pugesek et al., 2003; Rabe-Hesketh et al., 2004; Skrondal and Rabe-Hesketh, 2004).
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various outcome variables
multiple outcome parameters
multiple outcome comparisons
multiple outcome domains
multiple outcome benefits
multiple outcome settings
multiple outcome criteria
multiple candidate variables
multiple outcome indicators
multiple outcome methods
multiple outcome levels
multiple outcome groups
multiple outcome dimensions
multiple outcome windows
multiple outcome models
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