constrained.unpenalized |
Estimate hard constraint model parameters using cyclical coordinate descent. |
Med |
Simulated data with real mediation effect |
messi |
Implementation of Mediation with External Summary Statistics Information (MESSI) from Boss et al. (2023). |
nullMed |
Simulated data with null mediation effect |
plot_messi |
Forestplot to Summarize Estimation and Inference on alpha_a and beta_m. |
rand.eff.coord.desc.unpenalized |
Cyclical coordinate descent algorithm for the M-step in the EM Algorithm for the maximizing the soft constraint model likelihood. |
rand.eff.unpenalized |
Estimate soft constraint model parameters using the EM algorithm. |
unconstrained.unpenalized |
Estimate unconstrained model parameters. |