Graphical user interface with the shiny package. Supports manual input as well as importing from precomputed Mplus files. An online tutorial and additional materials can be found at http://www.yorku.ca/pek/index_files/appendices.htm
plotSEMM_GUI(...)
additional arguments passed to shiny::runApp
, such as
launch.browser = TRUE
Bauer, D.J. (2005). A semiparametric approach to modeling nonlinear relations among latent variables. Structural Equation Modeling: A Multidisciplinary Journal, 12(4), 513-535.
Pek, J. & Chalmers, R. P. (2015). Diagnosing Nonlinearity With Confidence Envelopes for a Semiparametric Approach to Modeling Bivariate Nonlinear Relations Among Latent Variables. Structural Equation Modeling, 22, 288-293. 10.1080/10705511.2014.937790
Pek, J., Chalmers, R. P., Kok B. E., & Losardo, D. (2015). Visualizing Confidence Bands for Semiparametrically Estimated Nonlinear Relations among Latent Variables. Journal of Educational and Behavioral Statistics, 40, 402-423. 10.3102/1076998615589129
Pek, J., Losardo, D., & Bauer, D. J. (2011). Confidence intervals for a semiparametric approach to modeling nonlinear relations among latent variables. Structural Equation Modeling, 18, 537-553.
Pek, J., Sterba, S. K., Kok, B. E., & Bauer, D. J. (2009). Estimating and visualizing non-linear relations among latent variables: A semiparametric approach. Multivariate Behavioral Research, 44, 407-436.
plotSEMM_GUI()
plotSEMM_GUI(launch.browser=TRUE) #if using RStudio, will launch system browser default
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