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semTools

Useful tools for structural equation modeling.

This is an R package whose primary purpose is to extend the functionality of the R package lavaan. There are several suites of tools in the package, which correspond to the same theme. To browse these suites, open the help page at the Console:

?semTools::`semTools-package`

Additional tools are available to do not require users to rely on any R packages for SEM (e.g., lavaan, OpenMx, or sem), as long as their other software provides the information they need. Examples:

• monteCarloMed() to calculate Monte Carlo confidence intervals for functions of parameters, such as indirect effects in mediation models
• calculate.D2() to pool z or chi-squared statistics across multiple imputations of missing data
• indProd() for creating product indicators of latent interactions
• SSpower() provides analytically derived power estimates for SEMs
• tukeySEM() for Tukey’s WSD post-hoc test of mean-differences under unequal variance and sample size
• bsBootMiss() to transform incomplete data to be consistent with the null-hypothesized model, appropriate for model-based (a.k.a. “Bollen–Stine”) boostrapping

All users of R (or SEM) are invited to submit functions or ideas for functions by contacting the maintainer, Terrence Jorgensen (TJorgensen314 at gmail dot com). Contributors are encouraged to use Roxygen comments to document their contributed code, which is consistent with the rest of semTools. Read the vignette from the roxygen2 package for details:

vignette("rd", package = "roxygen2")

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.