Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Structural_equation_modeling> ?p ?o }
- Structural_equation_modeling abstract "Structural equation modeling (SEM) refers to a diverse set of mathematical models, computer algorithms, and statistical methods that fit networks of constructs to data. SEM includes confirmatory factor analysis, path analysis, partial least squares path analysis, LISREL and latent growth modeling. The term should not be confused with Structural Modeling in economics. Structural equation models are often used to assess unobservable 'latent' constructs. They often invoke a measurement model that defines latent variables using one or more observed variables, and a structural model that imputes relationships between latent variables. The links between constructs of a structural equation model may be estimated with independent regression equations or through more involved approaches such as those employed in LISREL.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. To provide a simple example, the concept of human intelligence cannot be measured directly as one could measure height or weight. Instead, psychologists develop theories of intelligence and write measurement instruments with items (questions) designed to measure intelligence according to their theory. They would then use SEM to test their theory using data gathered from people who took their intelligence test. With SEM, \"intelligence\" would be the latent variable and the test items would be the observed variables.A simplistic model suggesting that intelligence (as measured by four questions) can predict academic performance (as measured by SAT, ACT, and high school GPA) is shown below. In SEM diagrams, latent variables are commonly shown as ovals and observed variables as rectangles. The below diagram shows how error (e) influences each intelligence question and the SAT, ACT, and GPA scores, but does not influence the latent variables. SEM provides numerical estimates for each of the parameters (arrows) in the model to indicate the strength of the relationships. 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.Various methods in structural equation modeling have been used in the sciences, business, education, and other fields. Use of SEM methods in analysis is controversial because SEM methods generally lack widely accepted goodness-of-fit statistics and most SEM software offers little latitude for error analysis. This puts SEM at a disadvantage with respect to systems of regression equation methods, though the latter are limited in their ability to fit unobserved 'latent' constructs.".
- Structural_equation_modeling thumbnail Example_Structural_equation_model.svg?width=300.
- Structural_equation_modeling wikiPageExternalLink ais.
- Structural_equation_modeling wikiPageExternalLink mpr130_13.pdf.
- Structural_equation_modeling wikiPageExternalLink afni.nimh.nih.gov.
- Structural_equation_modeling wikiPageExternalLink PathAna.html.
- Structural_equation_modeling wikiPageExternalLink jw.html.
- Structural_equation_modeling wikiPageExternalLink 9781412950589.
- Structural_equation_modeling wikiPageExternalLink www.pls-sem.com.
- Structural_equation_modeling wikiPageExternalLink semrefs.htm.
- Structural_equation_modeling wikiPageExternalLink structur.htm.
- Structural_equation_modeling wikiPageExternalLink ~mkteer.
- Structural_equation_modeling wikiPageID "2007748".
- Structural_equation_modeling wikiPageLength "32106".
- Structural_equation_modeling wikiPageOutDegree "65".
- Structural_equation_modeling wikiPageRevisionID "704481960".
- Structural_equation_modeling wikiPageWikiLink Akaike_information_criterion.
- Structural_equation_modeling wikiPageWikiLink Behavioural_genetics.
- Structural_equation_modeling wikiPageWikiLink Category:Econometrics.
- Structural_equation_modeling wikiPageWikiLink Category:Graphical_models.
- Structural_equation_modeling wikiPageWikiLink Category:Latent_variable_models.
- Structural_equation_modeling wikiPageWikiLink Category:Multivariate_statistics.
- Structural_equation_modeling wikiPageWikiLink Category:Psychometrics.
- Structural_equation_modeling wikiPageWikiLink Category:Regression_analysis.
- Structural_equation_modeling wikiPageWikiLink Category:Statistical_methods.
- Structural_equation_modeling wikiPageWikiLink Category:Structural_equation_models.
- Structural_equation_modeling wikiPageWikiLink Chi-squared_test.
- Structural_equation_modeling wikiPageWikiLink Christian_M._Ringle.
- Structural_equation_modeling wikiPageWikiLink Comparative_Fit_Index.
- Structural_equation_modeling wikiPageWikiLink Confirmatory_factor_analysis.
- Structural_equation_modeling wikiPageWikiLink Covariance_matrix.
- Structural_equation_modeling wikiPageWikiLink Data_point.
- Structural_equation_modeling wikiPageWikiLink Denis_Sargan.
- Structural_equation_modeling wikiPageWikiLink Econometrica.
- Structural_equation_modeling wikiPageWikiLink Edward_Arnold_(publisher).
- Structural_equation_modeling wikiPageWikiLink Factor_analysis.
- Structural_equation_modeling wikiPageWikiLink Henri_Theil.
- Structural_equation_modeling wikiPageWikiLink Human_intelligence.
- Structural_equation_modeling wikiPageWikiLink Item_response_theory.
- Structural_equation_modeling wikiPageWikiLink Karl_Gustav_Jöreskog.
- Structural_equation_modeling wikiPageWikiLink Kenneth_A._Bollen.
- Structural_equation_modeling wikiPageWikiLink LISREL.
- Structural_equation_modeling wikiPageWikiLink Latent_growth_modeling.
- Structural_equation_modeling wikiPageWikiLink Latent_variable.
- Structural_equation_modeling wikiPageWikiLink Least_squares.
- Structural_equation_modeling wikiPageWikiLink Likelihood_function.
- Structural_equation_modeling wikiPageWikiLink Maximum_likelihood.
- Structural_equation_modeling wikiPageWikiLink Measurement_invariance.
- Structural_equation_modeling wikiPageWikiLink Measuring_instrument.
- Structural_equation_modeling wikiPageWikiLink Mixture_model.
- Structural_equation_modeling wikiPageWikiLink Multilevel_model.
- Structural_equation_modeling wikiPageWikiLink Multivariate_statistics.
- Structural_equation_modeling wikiPageWikiLink Null_hypothesis.
- Structural_equation_modeling wikiPageWikiLink Observable_variable.
- Structural_equation_modeling wikiPageWikiLink Parameter.
- Structural_equation_modeling wikiPageWikiLink Partial_least_squares_path_modeling.
- Structural_equation_modeling wikiPageWikiLink Partial_least_squares_regression.
- Structural_equation_modeling wikiPageWikiLink Path_analysis.
- Structural_equation_modeling wikiPageWikiLink Path_analysis_(statistics).
- Structural_equation_modeling wikiPageWikiLink Peter_M._Bentler.
- Structural_equation_modeling wikiPageWikiLink Psychological_Bulletin.
- Structural_equation_modeling wikiPageWikiLink Quasi-maximum_likelihood.
- Structural_equation_modeling wikiPageWikiLink Regression_analysis.
- Structural_equation_modeling wikiPageWikiLink Robert_Basmann.
- Structural_equation_modeling wikiPageWikiLink Root_Mean_Square_Error_of_Approximation.
- Structural_equation_modeling wikiPageWikiLink Sample_size_determination.
- Structural_equation_modeling wikiPageWikiLink Sewall_Wright.
- Structural_equation_modeling wikiPageWikiLink Standardized_Root_Mean_Residual.
- Structural_equation_modeling wikiPageWikiLink Statistical_hypothesis_testing.
- Structural_equation_modeling wikiPageWikiLink Statistical_model.
- Structural_equation_modeling wikiPageWikiLink Statistical_power.
- Structural_equation_modeling wikiPageWikiLink Survey_sampling.
- Structural_equation_modeling wikiPageWikiLink Wikibooks:Handbook_of_Management_Scales.
- Structural_equation_modeling wikiPageWikiLink File:Example_Structural_equation_model.svg.
- Structural_equation_modeling wikiPageWikiLinkText "Linear structural equation models".
- Structural_equation_modeling wikiPageWikiLinkText "SEM".
- Structural_equation_modeling wikiPageWikiLinkText "Structural Equation Modeling".
- Structural_equation_modeling wikiPageWikiLinkText "Structural equation modeling".
- Structural_equation_modeling wikiPageWikiLinkText "modeling".
- Structural_equation_modeling wikiPageWikiLinkText "structural equation model analysis".
- Structural_equation_modeling wikiPageWikiLinkText "structural equation modeling (SEM)".
- Structural_equation_modeling wikiPageWikiLinkText "structural equation modeling".
- Structural_equation_modeling wikiPageWikiLinkText "structural equation models".
- Structural_equation_modeling wikiPageWikiLinkText "structural model".
- Structural_equation_modeling wikiPageWikiLinkText "structural models".
- Structural_equation_modeling wikiPageUsesTemplate Template:Authority_control.
- Structural_equation_modeling wikiPageUsesTemplate Template:Citation.
- Structural_equation_modeling wikiPageUsesTemplate Template:Citation_needed.
- Structural_equation_modeling wikiPageUsesTemplate Template:Cite_book.
- Structural_equation_modeling wikiPageUsesTemplate Template:Cite_journal.
- Structural_equation_modeling wikiPageUsesTemplate Template:Doi.
- Structural_equation_modeling wikiPageUsesTemplate Template:Least_squares_and_regression_analysis.
- Structural_equation_modeling wikiPageUsesTemplate Template:Reflist.
- Structural_equation_modeling wikiPageUsesTemplate Template:Sfn.
- Structural_equation_modeling subject Category:Econometrics.
- Structural_equation_modeling subject Category:Graphical_models.
- Structural_equation_modeling subject Category:Latent_variable_models.
- Structural_equation_modeling subject Category:Multivariate_statistics.
- Structural_equation_modeling subject Category:Psychometrics.
- Structural_equation_modeling subject Category:Regression_analysis.