lavaan.survey (version 1.1.3.1)

lavaan.survey-package: Complex survey analysis of structural equation models (SEM)

Description

Takes a lavaan fit object and a complex survey design object as input and returns a structural equation modeling analysis based on the fit object, where the complex sampling design is taken into account. The structural equation model parameter estimates and standard errors are design-based. See Satorra and Muth\'en (1995) for details on the procedure.

Details

Package:

lavaan.survey

Type:

Package

Version:

1.0

Date:

2013-11-06

License:

GPL(>=2)

References

Bollen, K, Tueller, S, Oberski, DL (2013). Issues in the Structural Equation Modeling of Complex Survey Data. In: Proceedings of the 59th World Statistics Congress 2013 (International Statistical Institute, ed.), Hong Kong. http://daob.nl/publications/

Oberski, D.L. (2014). lavaan.survey: An R Package for Complex Survey Analysis of Structural Equation Models. Journal of Statistical Software, 57(1), 1-27. http://www.jstatsoft.org/v57/i01/.

Oberski, DL and Saris, WE (2012). A model-based procedure to evaluate the relative effects of different TSE components on structural equation model parameter estimates. Presentation given at the International Total Survey Error Workshop in Santpoort, the Netherlands. http://daob.nl/publications/

Satorra, A, & Bentler, PM (1994). Corrections to test statistics and standard errors in covariance structure analysis.

Satorra, A, and Muthen, BO (1995). Complex sample data in structural equation modeling. Sociological methodology, 25, 267-316.

See Also

lavaan.survey pval.pFsum

cardinale ess.dk ess4.gb liss pisa.be.2003

svydesign

lavaan cfa sem

Examples

	# See lavaan.survey function.