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maczic: Mediation Analysis for Count and Zero-inflated Count Data.
Description
Performs causal mediation analysis for count and zero-inflated count data;
calculates power of causal mediation effects, direct effects, total effects;
implements Instrumental Variable (IV) method to estimate the controlled
(natural) direct and mediation effect, and the bootstrap CIs; calculates
power of controlled (natural) direct and mediation effect using IV method;
performs sensitivity analysis when there is a treatment-induced
mediator-outcome confounder by varing coefficient of treatment in the
confounder model and plots sensitivity graph.
maczic documentation built on Sept. 12, 2023, 1:09 a.m.
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| maczic | R Documentation |
maczic: Mediation Analysis for Count and Zero-inflated Count Data.
Description
Performs causal mediation analysis for count and zero-inflated count data; calculates power of causal mediation effects, direct effects, total effects; implements Instrumental Variable (IV) method to estimate the controlled (natural) direct and mediation effect, and the bootstrap CIs; calculates power of controlled (natural) direct and mediation effect using IV method; performs sensitivity analysis when there is a treatment-induced mediator-outcome confounder by varing coefficient of treatment in the confounder model and plots sensitivity graph.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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