| Name : R-rmpw
| |
| Version : 0.0.5
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.2
| Date : 2024-06-14 11:22:37
|
| Group : Development/Libraries/Other
| Source RPM : R-rmpw-0.0.5-lp153.2.2.src.rpm
|
| Size : 0.10 MB
| |
| Packager : (none)
| |
| Summary : Causal Mediation Analysis Using Weighting Approach
|
Description :
We implement causal mediation analysis using the methods proposed by
Hong (2010) and Hong, Deutsch & Hill (2015)
< doi:10.3102/1076998615583902>. It allows the estimation and hypothesis
testing of causal mediation effects through ratio of mediator
probability weights (RMPW). This strategy conveniently relaxes the
assumption of no treatment-by-mediator interaction while greatly
simplifying the outcome model specification without invoking strong
distributional assumptions. We also implement a sensitivity analysis by
extending the RMPW method to assess potential bias in the presence of
omitted pretreatment or posttreatment covariates. The sensitivity
analysis strategy was proposed by Hong, Qin, and Yang (2018)
< doi:10.3102/1076998617749561>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
