Sentence examples for using the latent variable from inspiring English sources

Using the latent variable modeling approach with PLDA, H0 and H1 correspond to the models as shown in Figure 3.

Finally, we derived the SEM equations and implemented these in the statistical software R using the latent variable analysis (lavaan) package.

Using the latent variable formulation, we can define a latent variable Z i * that is related to Z i via the following equation: Z i = 1 if Z i * > 0, 0 otherwise.

ICC was calculated using the latent variable method.

The variance partition coefficient for each level of the model (i.e., fledgling, clutch, and breeding pair) was estimated using the latent variable technique [ 13].

Multi-level models yielded similar ORs and CIs as GEE models, and low intraclass correlations (PTB 0.0048, SGA birth 0.0032 – calculated using the latent variable method [ 41]).

By using the latent variables, we design time-frequency masks which reduce the nontarget sources and enhance the target source.

A related paper [ 8] uses the latent variable modeling based on the hierarchical Bayes approach to incorporate the dependence between the observations.

Partial least squares (PLS) regression is a powerful regression technique that uses the latent variable approach to find the fundamental relations between two matrices (X and Y) [ 21– 23].

Another alternative is to use the latent variable approach, where the latent variable would reflect the disease state and amount of target throughout the body (rather than the target in circulation).

To achieve parsimony, the model used the latent-variable approach (because this parsimoniously simulates rainfall occurrences as well as amounts) and several other assumptions (including contemporaneous and separable spatiotemporal covariance structures).