Time Varying Mediation Analysis

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Documentation for package ‘tvmediation’ version 1.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

bootci_coeff_2trt	Bootstrap function for computing CIs for coefficients for a continuous outcome and two treatment groups
bootci_coeff_3trt	Bootstrap samples to estimate confidence intervals for coefficients for a continuous outcome and three treatment groups.
bootci_coeff_binary	Bootstrap samples to estimate confidence intervals for binary outcome coefficients.
bootci_tvmb	Bootstrap samples to estimate confidence intervals for the mediation effect for a binary outcome.
bootci_tvm_3trt	Bootstrap samples to estimate confidence intervals for continuous outcome and three treatment groups.
coeff	Function to estimate coefficients at time t
estBootCIs	Bootstrapping samples to estimate mediation effects confidence intervals for continuous outcome and two treatment (exposure) groups.
estCoeff	Function to estimate coefficients at time t.
LongToWide	Function to transpose the data from long to wide format
newMediatorOutcome	Function to compute new Mediator and Outcome using time t and t-1 mean centered on the individual.
smoker	Wisconsin Smokers' Health Study 2
smoothest	Function to compute local polynomial estimation using rule of thumb for bandwidth selection
tvma	Time Varying Mediation Function: Continuous Outcome and Two Treatment Groups
tvma_3trt	Time Varying Mediation Function: Continuous Outcome and Three Treatment Groups
tvmb	Time Varying Mediation Function: Binary Outcome and Two Treatment Groups
tvmcurve_3trt	Main function for time varying mediation function for continuous outcome and three treatment arms (i.e., exposure groups).