SEMsens
A Tool for Sensitivity Analysis in Structural Equation Modeling
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). doi:10.1080/10705511.2021.1881786 (2) Harring, J. R., McNeish, D. M., & Hancock, G. R. (2017) doi:10.1080/10705511.2018.1506925; (3) Fisk, C., Harring, J., Shen, Z., Leite, W., Suen, K., & Marcoulides, K. (2022). doi:10.1177/00131644211073121; (4) Socha, K., & Dorigo, M. (2008) doi:10.1016/j.ejor.2006.06.046. 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.
- Version1.5.5
- R version≥ 3.5.0
- LicenseGPL-3
- Needs compilation?No
- Last release08/30/2022
Documentation
- VignetteA Sensitivity Analysis of Toward a Greater Understanding of How Dissatisfaction Drives Employee Turnover by Peter W. Hom and Angelo J. Kinicki
- VignettePackage 'SEMsens'
- VignetteA sensitivity analysis of predicting continued use of online teacher professional development and the influence of social presence and sociability by Jo A. Smith and Stephen A. Sivo
- VignetteA Sensitivity Analysis of a Model for Parenting Risk and Resilience, Social-emotional Readiness, and Reading Achievement in Kindergarten Children from Low-income Families Model by Smith-Adcock, Leite, Kaya and Amatea
- MaterialNEWS
- In ViewsPsychometrics
Team
Walter Leite
MaintainerShow author detailsZuchao Shen
Charles Fisk
Show author detailsRolesAuthorKing Yiu Suen
Show author detailsRolesAuthorKaterina Marcoulides
Show author detailsRolesAuthorGail Fish
Show author detailsRolesContributorYongSeok Lee
Show author detailsRolesContributorSanaz Nazari
Show author detailsRolesContributorJia Quan
Show author detailsRolesContributorEric Wright
Show author detailsRolesContributorHuibin Zhang
Show author detailsRolesContributor
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Dependencies
- Imports1 package
- Suggests2 packages