| Name : R-leakyIV
| |
| Version : 0.0.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp154.2.1
| Date : 2024-06-05 20:12:38
|
| Group : Development/Libraries/Other
| Source RPM : R-leakyIV-0.0.1-lp154.2.1.src.rpm
|
| Size : 0.09 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Leaky Instrumental Variables
|
Description :
Instrumental variables (IVs) are a popular and powerful tool for
estimating causal effects in the presence of unobserved confounding.
However, classical methods rely on strong assumptions such as the
exclusion criterion, which states that instrumental effects must be
entirely mediated by treatments. In the so-called \"leaky\" IV setting,
candidate instruments are allowed to have some direct influence on
outcomes, rendering the average treatment effect (ATE) unidentifiable.
But with limits on the amount of information leakage, we may still
recover sharp bounds on the ATE, providing partial identification. This
package implements methods for ATE bounding in the leaky IV setting
with linear structural equations. For details, see Watson et al. (2024)
< doi:10.48550/arXiv.2404.04446>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
