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lavaan.mi  

Fit Structural Equation Models to Multiply Imputed Data
View on CRAN: Click here


Download and install lavaan.mi package within the R console
Install from CRAN:
install.packages("lavaan.mi")

Install from Github:
library("remotes")
install_github("cran/lavaan.mi")

Install by package version:
library("remotes")
install_version("lavaan.mi", "0.1-0")



Attach the package and use:
library("lavaan.mi")
Maintained by
Terrence D. Jorgensen
[Scholar Profile | Author Map]
First Published: 2025-03-10
Latest Update: 2025-03-10
Description:
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.
How to cite:
Terrence D. Jorgensen (2025). lavaan.mi: Fit Structural Equation Models to Multiply Imputed Data. R package version 0.1-0, https://cran.r-project.org/web/packages/lavaan.mi. Accessed 11 Apr. 2025.
Previous versions and publish date:
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Complete documentation for lavaan.mi
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