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SEMsens (version 1.5.5)

A Tool for Sensitivity Analysis in Structural Equation Modeling

Description

Perform sensitivity analysis in structural equation modeling using meta-heuristic optimization methods (e.g., ant colony optimization and others). The references for the proposed methods are: (1) Leite, W., & Shen, Z., Marcoulides, K., Fish, C., & Harring, J. (2022). (2) Harring, J. R., McNeish, D. M., & Hancock, G. R. (2017) ; (3) Fisk, C., Harring, J., Shen, Z., Leite, W., Suen, K., & Marcoulides, K. (2022). ; (4) Socha, K., & Dorigo, M. (2008) . We also thank Dr. Krzysztof Socha for sharing his research on ant colony optimization algorithm with continuous domains and associated R code, which provided the base for the development of this package.

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Version

Install

install.packages('SEMsens')

Monthly Downloads

412

Version

1.5.5

License

GPL-3

Maintainer

Walter Leite

Last Published

August 30th, 2022

Functions in SEMsens (1.5.5)

sa.tabu.helper

Tabu Search to Optimize Functions of Continuous Variables
gen.sens.pars

Generate Sensitivity Parameters
sens.tables

Summary of sensitivity analysis results
SEMsens-package

A Tool for Sensitivity Analysis in Structural Equation Modeling
sa.sa

Sensitivity Analysis for Structural Equation Modeling Using Simulated Annealing (SA)
sa.tabu

Sensitivity Analysis for SEM using Tabu Search
smith19.use

Smith19.use data.
sa.aco

Sensitivity Analysis for Structural Equation Modeling Using Ant Colony Optimization (ACO)
gen.neighbors.tabu

A Function that Generates a List of Neighbors in Tabu Search