Estimating Controlled Direct Effects for Explaining Causal Findings
Coefficient Estimates across Bootstrapped Samples
Estimate sensitivity of ACDE estimates under varying levels of unobser...
Plot output from cdesens
Consistent Variance estimator
Perform linear sequential g-estimation to estimate the controlled dire...
Computes standard errors and p-values of DirectEffects estimates
Summary of DirectEffect Bootstrap Estimates
A set of functions to estimate the controlled direct effect of treatment fixing a potential mediator to a specific value. Implements the sequential g-estimation estimator described in Vansteelandt (2009) <doi:10.1097/EDE.0b013e3181b6f4c9> and Acharya, Blackwell, and Sen (2016) <doi:10.1017/S0003055416000216>.
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