Package: SEMsens 1.5.5

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.

Authors:Walter Leite [aut, cre], Zuchao Shen [aut], Charles Fisk [aut], King Yiu Suen [aut], Katerina Marcoulides [aut], Gail Fish [ctb], YongSeok Lee [ctb], Sanaz Nazari [ctb], Jia Quan [ctb], Eric Wright [ctb], Huibin Zhang [ctb]

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SEMsens.pdf |SEMsens.html
SEMsens/json (API)
NEWS

# Install 'SEMsens' in R:
install.packages('SEMsens', repos = c('https://leitewl.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.60 score 1 scripts 837 downloads 7 exports 6 dependencies

Last updated 2 years agofrom:a04eb62c83. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 25 2024
R-4.5-winOKOct 25 2024
R-4.5-linuxOKOct 25 2024
R-4.4-winOKOct 25 2024
R-4.4-macOKOct 25 2024
R-4.3-winOKOct 25 2024
R-4.3-macOKOct 25 2024

Exports:gen.neighbors.tabugen.sens.parssa.acosa.sasa.tabusa.tabu.helpersens.tables

Dependencies:lavaanMASSmnormtnumDerivpbivnormquadprog

A 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

Rendered fromSmith19_6phantom3.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2022-08-30
Started: 2021-02-23

A 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

Rendered fromSmith12vignette.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2022-06-22
Started: 2021-02-23

A Sensitivity Analysis of Toward a Greater Understanding of How Dissatisfaction Drives Employee Turnover by Peter W. Hom and Angelo J. Kinicki

Rendered fromHom-vignette.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2022-06-22
Started: 2021-02-23

Package 'SEMsens'

Rendered fromSEMsens.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2022-06-22
Started: 2020-07-18