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:
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