Thus, the presence of latent variables is taken into account through the correlations they induce between the error terms, as represented by bidirected arcs.
42.
If Q _ 1 and Q _ 2 are unobserved or latent variables their influence on C and S can be attributed to their error terms.
43.
Sometimes the term is reserved for models with three or more levels of random variables; other times, it is reserved for models with latent variables.
44.
It turns out that this formulation is exactly equivalent to the preceding one, phrased in terms of the generalized linear model and without any latent variables.
45.
In the latent variable formulation of the multinomial logit model common in discrete choice theory the errors of the latent variables follow a Gumbel distribution.
46.
In the latent variable formulation of the multinomial logit model common in discrete choice theory the errors of the latent variables follow a Gumbel distribution.
47.
Use of SEM is commonly justified in the social sciences because of its ability to impute relationships between unobserved constructs ( latent variables ) from observable variables.
48.
Thus, in addition to testing the overall theory, SEM therefore allows the researcher to diagnose which observed variables are good indicators of the latent variables.
49.
Latent variables, as created by factor analytic methods, generally represent " shared " variance, or the degree to which variables " move " together.
50.
Polychoric correlations capture the covariance between two latent variables when only their categorized form is observed, which is achieved largely through the estimation of threshold parameters.
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