Lavaan.survey: An R package for complex survey analysis of structural equation models

Daniel Oberski*

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

230 Citations (Scopus)

Abstract

This paper introduces the R package lavaan.survey, a user-friendly interface to design-based complex survey analysis of structural equation models (SEMs). By leveraging existing code in the lavaan and survey packages, the lavaan.survey package allows for SEM analyses of stratified, clustered, and weighted data, as well as multiply imputed complex survey data. lavaan.survey provides several features such as SEMs with replicate weights, a variety of resampling techniques for complex samples, and finite population corrections, features that should prove useful for SEM practitioners faced with the common situation of a sample that is not iid.

Original languageEnglish
Pages (from-to)1-27
Number of pages27
JournalJournal of Statistical Software
Volume57
Issue number1
DOIs
Publication statusPublished - Mar 2014
Externally publishedYes

Keywords

  • Bootstrap
  • Clustering
  • Complex survey analysis
  • Jackknife
  • Multiple imputation
  • R
  • Replicate weights
  • Resampling
  • Sampling weights
  • Stratification
  • Structural equation modeling

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