| Name : R-mzipmed
| |
| Version : 1.4.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.5
| Date : 2024-06-14 11:30:08
|
| Group : Development/Libraries/Other
| Source RPM : R-mzipmed-1.4.0-lp153.1.5.src.rpm
|
| Size : 0.32 MB
| |
| Packager : (none)
| |
| Summary : Mediation using MZIP Model
|
Description :
We implement functions allowing for mediation analysis to be performed
in cases where the mediator is a count variable with excess zeroes.
First a function is provided allowing users to perform analysis for
zero-inflated count variables using the marginalized zero-inflated
Poisson (MZIP) model (Long et al. 2014 < DOI:10.1002/sim.6293>). Using
the counterfactual approach to mediation and MZIP we can obtain natural
direct and indirect effects for the overall population. Using delta
method processes variance estimation can be performed instantaneously.
Alternatively, bootstrap standard errors can be used. We also provide
functions for cases with exposure-mediator interactions with four-way
decomposition of total effect.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
