Sentence examples for using a latent variable from inspiring English sources

Using a latent variable approach, mean differences on the general factor were estimated after examining measurement invariance.

All analyses were performed using a latent variable structural equation modeling (SEM) approach (Bollen, 2005; Ullman & Bentler, 2013).

The intra-class correlation (ICC) was computed for the null and full models [ 17] using a latent variable method [ 18].

Covariances between the SNP effects were also modeled using a latent variable, but this was specified as a hierarchy in the Bayesian model.

From these we derived a continuous normally distributed biomarker variable that combined information from GGT and CDT using a latent variable modeling approach.

Routine dysfunction was measured using a latent variable manifested by observed frequency of four alcohol-related dysfunctions: hangover, excessive drunkenness, sleeping in clothes because of drunkenness and failing family or personal obligations because of drinking (Fig.  1).

Therefore, to postulate a latent variable, one should be concerned about the reason to use a latent variable.

Moreover, the proposed method uses a latent variable to partition the data, so that in each partition the expert AOD estimations are aggregated in a different, optimal way.

An interesting example is the zero inflated factor analysis (ZIFA), which implements a dimension-reduction approach and uses a latent variable factor model to accommodate zeros [81].

This work proposes to use a latent variable model methodology presented in a previous work (Polizzi and García-Muñoz, Int. J. Pharm., 2011, 418, 235 242) to enable the in-silico design of new product formulations.

Other studies [8], [20] have used a latent variable approach and loaded disparate indicators of hardship onto a single latent construct labeled "material hardship".