Mediation with External Summary Statistic Information

Documentation for package ‘messi’ version 0.1.2

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 Statistic Information (MESSI) from Boss et al. (2024).
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.