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:
| Reference manual: | lavaan.mi.pdf |
Downloads:
| Package source: | lavaan.mi_0.1-0.tar.gz |
| Windows binaries: | r-devel: lavaan.mi_0.1-0.zip, r-release: lavaan.mi_0.1-0.zip, r-oldrel: lavaan.mi_0.1-0.zip |
| macOS binaries: | r-release (arm64): lavaan.mi_0.1-0.tgz, r-oldrel (arm64): lavaan.mi_0.1-0.tgz, r-release (x86_64): lavaan.mi_0.1-0.tgz, r-oldrel (x86_64): lavaan.mi_0.1-0.tgz |
Reverse dependencies:
| Reverse suggests: | semTools, simsem |
Linking:
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