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

Description Details Author(s) References See Also Examples

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)

Author(s)

Author/maintainer: Daniel Oberski <daniel.oberski@gmail.com>

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

1
	# See lavaan.survey function.

Example output

Loading required package: lavaan
This is lavaan 0.6-3
lavaan is BETA software! Please report any bugs.
Loading required package: survey
Loading required package: grid
Loading required package: Matrix
Loading required package: survival

Attaching package: 'survey'

The following object is masked from 'package:graphics':

    dotchart

lavaan.survey documentation built on May 2, 2019, 3:41 p.m.