| Name : R-mediationsens
| |
| Version : 0.0.3
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.4.1
| Date : 2024-06-21 10:49:26
|
| Group : Development/Libraries/Other
| Source RPM : R-mediationsens-0.0.3-lp153.4.1.src.rpm
|
| Size : 0.09 MB
| |
| Packager : (none)
| |
| Summary : Simulation-Based Sensitivity Analysis for Causal Mediation Studies
|
Description :
Simulation-based sensitivity analysis for causal mediation studies. It
numerically and graphically evaluates the sensitivity of causal
mediation analysis results to the presence of unmeasured pretreatment
confounding. The proposed method has primary advantages over existing
methods. First, using an unmeasured pretreatment confounder conditional
associations with the treatment, mediator, and outcome as sensitivity
parameters, the method enables users to intuitively assess sensitivity
in reference to prior knowledge about the strength of a potential
unmeasured pretreatment confounder. Second, the method accurately
reflects the influence of unmeasured pretreatment confounding on the
efficiency of estimation of the causal effects. Third, the method can
be implemented in different causal mediation analysis approaches,
including regression-based, simulation-based, and propensity
score-based methods. It is applicable to both randomized experiments
and observational studies.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
