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[Feature Request]: Random Intercept Cross-Lagged Panel Model #2309

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TarandeepKang opened this issue Sep 27, 2023 · 2 comments
Open

[Feature Request]: Random Intercept Cross-Lagged Panel Model #2309

TarandeepKang opened this issue Sep 27, 2023 · 2 comments

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@TarandeepKang
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TarandeepKang commented Sep 27, 2023

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

@juliuspfadt
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Another good idea. Let's see when we get to it.

@Apra119
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Apra119 commented Jan 24, 2025

Is it also relate to issues #1876 and #1183?

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