TarandeepKang
commented
1 year ago Hi Team, I would like to support this request and point to some literature and an R implementation
This approach is discussed in greater detail in this thesis: https://scholarscompass.vcu.edu/etd/5565/ and an implementation in R is available here (a product of the above thesis): https://github.com/Hangcheng1989/TetradAnalysis/ (not on CRAN) the proposal of the original methodology:
Bollen, K. A., & Ting, K. (2000). A tetrad test for causal indicators. Psychological Methods, 5(1), 3–22. https://doi.org/10.1037/1082-989X.5.1.3 Bollen, K. A., & Ting, K.-F. (1993). Confirmatory Tetrad Analysis. Sociological Methodology, 23, 147–175. https://doi.org/10.2307/271009 Ting, K. (1998). The TETRAD Approach to Model Respecification. Multivariate Behavioral Research, 33(1), 157–154. https://doi.org/10.1207/s15327906mbr3301_7
An approach integrating posterior predictive checks:
Johnson, T. R., & Bodner, T. E. (2013). Posterior predictive checks of tetrad subsets for covariance structures of measurement models. Psychological Methods, 18(4), 494–513. https://doi.org/10.1037/a0031606
Description
Additional Test in SEM to test causal hypotheses among variables
Purpose
To choose the correct measurement models
Use-case
Confirmatory tetrad analysis in PLS-SEM (CTA-PLS; Gudergan et al., 2008; Hair et al., 2018) allows distinguishing between formative and reflective measurement models
Is your feature request related to a problem?
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Is your feature request related to a JASP module?
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Describe the solution you would like
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Describe alternatives that you have considered
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Additional context
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