In Type I Tobit, the latent variable absorb both the process of participation and'outcome'of interest.
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As the procedure only controls for observed variables, any hidden bias due to latent variables may remain after matching.
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Other terms used to refer to path analysis include causal modeling, analysis of covariance structures, and latent variable models.
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Every scientific concept must have an operational definition, however the operational definition can use both direct observations and latent variables.
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Other times, latent variables correspond to abstract concepts, like categories, behavioral or mental states, or data structures.
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Discriminant analysis works by creating one or more linear combinations of predictors, creating a new latent variable for each function.
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There is one latent variable per word, a K-dimensional categorical variable specifying the topic the word belongs to.
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This model has a separate latent variable and a separate set of regression coefficients for each possible outcome of the dependent variable.
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Quality of life is a latent variable which can not be measured directly so observable variables are used to infer quality of life.
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Sometimes latent variables correspond to aspects of physical reality, which could in principle be measured, but may not be for practical reasons.
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