Sentence examples for a one latent from inspiring English sources

In cross-validation the data Xtraining, and Ytraining, are split into blocks and a one latent variable model is built from (k-1) blocks of data.

Note that the last step in Equation 6 allows the freedom to obtain slot value activation from different latent factors in W ∗ = W s ∗ W a ∗ T. A slot value activation can depend on one latent factor or a combination of latent factors in W∗.

In both cohorts, a longitudinal model with one latent factor loading on all A/D measures over time was analysed.

The identifiability of the model parameters was ensured by loading each observed variable on only one latent construct and by fixing the variance of each latent variable to one.

Based on all phenotypic data, a longitudinal model was formulated with one latent factor loading on all AP measures over time.

MI was examined in a multi-group confirmatory factor (MGCF) analysis that specified one latent factor on which the 3 items loaded.

Three types of conceptual models were tested according to theoretical consideration and previous studies: (a) a single factor model only presenting mental health; (b) a dual factor model comprising one latent factor presenting hedonic well-being and one factor presenting eudaimonic well-being; (c) a triple factor model based on our hypothesis.

This situation can be modeled by a two-dimensional IRT model, where the responses on one instrument pertain to one latent variable, and the aggregation of the two latent variables has a two-dimensional normal distribution.

To validate the use of a latent variable approach, we fitted preliminary latent variable models to the four baseline anthropometric measurements (BMI, waist circumference, sum of skinfolds, percent body fat) to create a measurement model, as only one latent variable and its four manifest variables assessments are considered.

One latent factor loads on all A/D measures and reflects the stability across time.

IRT and factor analysis are isomorphic when the factor analysis is performed on a matrix of polychoric correlations and only one latent variable is modeled [ 26- 28].