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- Latent_variable_model abstract "A latent variable model is a statistical model that relates a set of variables (so-called manifest variables) to a set of latent variables. It is assumed that the responses on the indicators or manifest variables are the result of an individual's position on the latent variable(s), and that the manifest variables have nothing in common after controlling for the latent variable (local independence).Different types of the latent variable model can be grouped according to whether the manifest and latent variables are categorical or continuous: The Rasch model represents the simplest form of item response theory. Mixture models are central to latent profile analysis.In factor analysis and latent trait analysis the latent variables are treated as continuous normally distributed variables, and in latent profile analysis and latent class analysis as from a multinomial distribution. The manifest variables in factor analysis and latent profile analysis are continuous and in most cases, their conditional distribution given the latent variables is assumed to be normal. In latent trait analysis and latent class analysis, the manifest variables are discrete. These variables could be dichotomous, ordinal or nominal variables. Their conditional distributions are assumed to be binomial or multinomial.Because the distribution of a continuous latent variable can be approximated by a discrete distribution, the distinction between continuous and discrete variables turns out not to be fundamental at all. Therefore there may be a psychometrical latent variable, but not a psychological psychometric variable.".
- Latent_variable_model wikiPageID "4237572".
- Latent_variable_model wikiPageLength "2755".
- Latent_variable_model wikiPageOutDegree "20".
- Latent_variable_model wikiPageRevisionID "678039878".
- Latent_variable_model wikiPageWikiLink Category:Latent_variable_models.
- Latent_variable_model wikiPageWikiLink Category:Statistical_models.
- Latent_variable_model wikiPageWikiLink Factor_analysis.
- Latent_variable_model wikiPageWikiLink Item_response_theory.
- Latent_variable_model wikiPageWikiLink Latent_class_model.
- Latent_variable_model wikiPageWikiLink Latent_variable.
- Latent_variable_model wikiPageWikiLink Local_independence.
- Latent_variable_model wikiPageWikiLink Mixture_model.
- Latent_variable_model wikiPageWikiLink Multinomial_distribution.
- Latent_variable_model wikiPageWikiLink Normal_distribution.
- Latent_variable_model wikiPageWikiLink Partial_least_squares_path_modeling.
- Latent_variable_model wikiPageWikiLink Partial_least_squares_regression.
- Latent_variable_model wikiPageWikiLink Psychology.
- Latent_variable_model wikiPageWikiLink Rasch_model.
- Latent_variable_model wikiPageWikiLink Statistical_model.
- Latent_variable_model wikiPageWikiLink Structural_equation_modeling.
- Latent_variable_model wikiPageWikiLink Variable_(mathematics).
- Latent_variable_model wikiPageWikiLinkText "Latent variable model".
- Latent_variable_model wikiPageWikiLinkText "latent factors".
- Latent_variable_model wikiPageWikiLinkText "latent traits".
- Latent_variable_model wikiPageWikiLinkText "latent variable model".
- Latent_variable_model wikiPageWikiLinkText "latent variable models".
- Latent_variable_model wikiPageWikiLinkText "latent variables".
- Latent_variable_model wikiPageWikiLinkText "manifest".
- Latent_variable_model wikiPageUsesTemplate Template:Morefootnotes.
- Latent_variable_model wikiPageUsesTemplate Template:Refimprove.
- Latent_variable_model subject Category:Latent_variable_models.
- Latent_variable_model subject Category:Statistical_models.
- Latent_variable_model hypernym Model.
- Latent_variable_model type Model.
- Latent_variable_model type Person.
- Latent_variable_model type Model.
- Latent_variable_model type Variable.
- Latent_variable_model comment "A latent variable model is a statistical model that relates a set of variables (so-called manifest variables) to a set of latent variables.".
- Latent_variable_model label "Latent variable model".
- Latent_variable_model sameAs Q1806885.
- Latent_variable_model sameAs Latentes_Variablenmodell.
- Latent_variable_model sameAs m.0brjh6.
- Latent_variable_model sameAs Q1806885.
- Latent_variable_model wasDerivedFrom Latent_variable_model?oldid=678039878.
- Latent_variable_model isPrimaryTopicOf Latent_variable_model.