| Name : R-nawtilus
| |
| Version : 0.1.4
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.13
| Date : 2024-06-14 11:11:19
|
| Group : Development/Libraries/Other
| Source RPM : R-nawtilus-0.1.4-lp153.2.13.src.rpm
|
| Size : 0.17 MB
| |
| Packager : (none)
| |
| Summary : Navigated Weighting for the Inverse Probability Weighting
|
Description :
Implements the navigated weighting (NAWT) proposed by Katsumata (2020)
< arXiv:2005.10998>, which improves the inverse probability weighting by
utilizing estimating equations suitable for a specific pre-specified
parameter of interest (e.g., the average treatment effects or the
average treatment effects on the treated) in propensity score
estimation. It includes the covariate balancing propensity score
proposed by Imai and Ratkovic (2014) < doi:10.1111/rssb.12027>, which
uses covariate balancing conditions in propensity score estimation. The
point estimate of the parameter of interest as well as coefficients for
propensity score estimation and their uncertainty are produced using
the M-estimation. The same functions can be used to estimate average
outcomes in missing outcome cases.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
