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Given the issues with Cross-Lagged Panel Models RICLPM would be useful to implement and it can be run in Lavaan
Purpose
Implement RICLPM
Use-case
Whenever one might have considered the use CLPM, this is no longer advised
Is your feature request related to a problem?
No response
Is your feature request related to a JASP module?
SEM
Describe the solution you would like
Implement the RICLPM in addition to standard SEM
Describe alternatives that you have considered
No response
Additional context
Hamaker, E. L., Kuiper, R. M., & Grasman, R. P. P. P. (2015). A critique of the cross-lagged panel model. Psychological Methods, 20(1), 102–116. https://doi.org/10.1037/a0038889
Lucas, R. E. (2023). Why the Cross-Lagged Panel Model Is Almost Never the Right Choice. Advances in Methods and Practices in Psychological Science, 6(1), 25152459231158378. https://doi.org/10.1177/25152459231158378
Mulder, J. D., & Hamaker, E. L. (2021). Three Extensions of the Random Intercept Cross-Lagged Panel Model. Structural Equation Modeling: A Multidisciplinary Journal, 28(4), 638–648. https://doi.org/10.1080/10705511.2020.1784738
Stoel, R. D., Garre, F. G., Dolan, C., & van den Wittenboer, G. (2006). On the likelihood ratio test in structural equation modeling when parameters are subject to boundary constraints. Psychological Methods, 11(4), 439–455. https://doi.org/10.1037/1082-989X.11.4.439
Sukpan, C., & Kuiper, R. M. (2024). How to Evaluate Causal Dominance Hypotheses in Lagged Effects Models. Structural Equation Modeling: A Multidisciplinary Journal, 31(3), 404–419. https://doi.org/10.1080/10705511.2023.2265065
Description
Given the issues with Cross-Lagged Panel Models RICLPM would be useful to implement and it can be run in Lavaan
Purpose
Implement RICLPM
Use-case
Whenever one might have considered the use CLPM, this is no longer advised
Is your feature request related to a problem?
No response
Is your feature request related to a JASP module?
SEM
Describe the solution you would like
Implement the RICLPM in addition to standard SEM
Describe alternatives that you have considered
No response
Additional context
Hamaker, E. L., Kuiper, R. M., & Grasman, R. P. P. P. (2015). A critique of the cross-lagged panel model. Psychological Methods, 20(1), 102–116. https://doi.org/10.1037/a0038889
Lucas, R. E. (2023). Why the Cross-Lagged Panel Model Is Almost Never the Right Choice. Advances in Methods and Practices in Psychological Science, 6(1), 25152459231158378. https://doi.org/10.1177/25152459231158378
Mulder, J. D., & Hamaker, E. L. (2021). Three Extensions of the Random Intercept Cross-Lagged Panel Model. Structural Equation Modeling: A Multidisciplinary Journal, 28(4), 638–648. https://doi.org/10.1080/10705511.2020.1784738
Stoel, R. D., Garre, F. G., Dolan, C., & van den Wittenboer, G. (2006). On the likelihood ratio test in structural equation modeling when parameters are subject to boundary constraints. Psychological Methods, 11(4), 439–455. https://doi.org/10.1037/1082-989X.11.4.439
Sukpan, C., & Kuiper, R. M. (2024). How to Evaluate Causal Dominance Hypotheses in Lagged Effects Models. Structural Equation Modeling: A Multidisciplinary Journal, 31(3), 404–419. https://doi.org/10.1080/10705511.2023.2265065
https://jeroendmulder.github.io/RI-CLPM/lavaan.html
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