Perform Linear or Nonlinear Cross Lag Analysis
Title Cross-lag analysis based on generalized additive mixture models
Title Generate covariates' residuals
Title Nonlinear Cross Lag Analysis
Title Nonlinear Cross Lag Analysis: autoregression
Title Cross-lag analysis based on generalized additive mixture models:...
Title Nonlinear Cross Lag Analysis based on Polynomial linear regressi...
Title Nonlinear Cross Lag Analysis based on Polynomial linear regressi...
Title Linear Cross lagged analysis
Title Determine a linear relationship between x and y by Restricted Cu...
Linear or nonlinear cross-lagged panel model can be built from input data. Users can choose the appropriate method from three methods for constructing nonlinear cross lagged models. These three methods include polynomial regression, generalized additive model and generalized linear mixed model.In addition, a function for determining linear relationships is provided. Relevant knowledge of cross lagged models can be learned through the paper by Fredrik Falkenström (2024) <doi:10.1016/j.cpr.2024.102435> and the paper by A Gasparrini (2010) <doi:10.1002/sim.3940>.