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semmcci (version 1.1.5)

Monte Carlo Confidence Intervals in Structural Equation Modeling

Description

Monte Carlo confidence intervals for free and defined parameters in models fitted in the structural equation modeling package 'lavaan' can be generated using the 'semmcci' package. 'semmcci' has three main functions, namely, MC(), MCMI(), and MCStd(). The output of 'lavaan' is passed as the first argument to the MC() function or the MCMI() function to generate Monte Carlo confidence intervals. Monte Carlo confidence intervals for the standardized estimates can also be generated by passing the output of the MC() function or the MCMI() function to the MCStd() function. A description of the package and code examples are presented in Pesigan and Cheung (2024) .

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Install

install.packages('semmcci')

Monthly Downloads

257

Version

1.1.5

License

MIT + file LICENSE

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Maintainer

Ivan Jacob Agaloos Pesigan

Last Published

October 19th, 2025

Functions in semmcci (1.1.5)

summary.semmcci

Summary Method for an Object of Class semmcci
confint.semmcci

Monte Carlo Confidence Intervals for the Parameter Estimates
MCStd

Standardized Monte Carlo Confidence Intervals
MCMI

Monte Carlo Confidence Intervals (Multiple Imputation)
MCFunc

Monte Carlo Confidence Intervals (Function)
vcov.semmcci

Sampling Covariance Matrix of the Parameter Estimates
MCGeneric

Monte Carlo Confidence Intervals (Generic)
coef.semmcci

Parameter Estimates
semmcci-package

semmcci: Monte Carlo Confidence Intervals in Structural Equation Modeling
MC

Monte Carlo Confidence Intervals
Func

Monte Carlo Confidence Intervals (List)
print.semmcci

Print Method for Object of Class semmcci