| Name : R-MDEI
| |
| Version : 1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp156.1.1
| Date : 2024-09-10 03:05:17
|
| Group : Development/Libraries/Other
| Source RPM : R-MDEI-1.0-lp156.1.1.src.rpm
|
| Size : 0.33 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Implementing the Method of Direct Estimation and Inference
|
Description :
Causal and statistical inference on an arbitrary treatment effect curve
requires care in both estimation and inference. This package,
implements the Method of Direct Estimation and Inference as introduced
in \"Estimation and Inference on Nonlinear and Heterogeneous Effects\" by
Ratkovic and Tingley (2023) < doi:10.1086/723811>. The method takes an
outcome, variable of theoretical interest (treatment), and set of
variables and then returns a partial derivative (marginal effect) of
the treatment variable at each point along with uncertainty intervals.
The approach offers two advances. First, a split-sample approach is
used as a guard against over-fitting. Second, the method uses a
data-driven interval derived from conformal inference, rather than
relying on a normality assumption on the error terms.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.6/x86_64 |
