lavaan.mi: Fit Structural Equation Models to Multiply Imputed Data
The primary purpose of 'lavaan.mi' is to extend the functionality of the R package 'lavaan', which implements structural equation modeling (SEM). When incomplete data have been multiply imputed, the imputed data sets can be analyzed by 'lavaan' using complete-data estimation methods, but results must be pooled across imputations (Rubin, 1987, <doi:10.1002/9780470316696>). The 'lavaan.mi' package automates the pooling of point and standard-error estimates, as well as a variety of test statistics, using a familiar interface that allows users to fit an SEM to multiple imputations as they would to a single data set using the 'lavaan' package.
| Version: | 0.1-0 |
| Depends: | R (≥ 4.0),lavaan (≥ 0.6-18), methods |
| Imports: | stats, utils |
| Suggests: | Amelia,MASS,mice, parallel,testthat |
| Published: | 2025-03-10 |
| DOI: | 10.32614/CRAN.package.lavaan.mi |
| Author: | Terrence D. Jorgensen [aut, cre], Yves Rosseel [ctb] |
| Maintainer: | Terrence D. Jorgensen <TJorgensen314 at gmail.com> |
| BugReports: | https://github.com/TDJorgensen/lavaan.mi/issues |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/TDJorgensen/lavaan.mi |
| NeedsCompilation: | no |
| Citation: | lavaan.mi citation info |
| Materials: | README,NEWS |
| CRAN checks: | lavaan.mi results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=lavaan.mito link to this page.