Nothing
knitr::opts_chunk$set( collapse = TRUE, comment = "#>" )
options(width = 200)
The following changes have been made since the initial release of causal.decomp
0.0.1.
causal.decomp
0.2.0.ind.decomp
and ind.sens
have been added, which implement causal decomposition with individualized interventions and the corresponding sensitivity analysis. idata
has been added, which is synthetic data with variables required to conduct causal decomposition with individualized interventions and the corresponding sensitivity analysis.causal.decomp
0.1.0.sensitivity
is added, which implements the sensitivity analysis for the causal decomposition analysis. As of version 0.1.0, the argument boot.res
of sensitivity
must be an object generated by smi
with a single mediator. The object generated by sensitivity
can be visualized in contour plots with robustness values using the plot()
method.fit.m
and fit.y
, the weights are incorporated in the estimation by the smi
, mmi
, or pocr
function.sMIDUS
is added, which is synthetic data containing variables from actual Midlife Development in the U.S. (MIDUS) data used in Park et al. (2023). As the actual data is not publicly available due to confidentiality concerns, sMIDUS
is not directly derived from the actual data but artificially generated to mimic the actual MIDUS data.Any scripts or data that you put into this service are public.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.