Sentence examples for implement the propensity from inspiring English sources
Since finding an exact match becomes increasingly difficult as more covariates are used, we implement the propensity score matching (PSM) technique first introduced by Rosenbaum and Rubin [14] and frequently used in the program evaluation literature.
Still another approach to implementing the propensity score is based on weighting.
The third common approach for implementing the propensity score is based on the idea of statistical matching (see e.g. Hansen 2004; Hansen and Klopfer 2006; Rässler 2002; Rosenbaum 1989).
There are four approaches that are commonly used in implementing the propensity score (a) stratification on (hat{e}(Z)), (b) propensity score weighting, (c) optimal full matching, and (d) propensity score regression.
When implementing the propensity score matching for our two comparisons, we use kernel-based matching as developed in STATA package ATTK [ 17].
Table 2 shows the matched samples after implementing the propensity score matching method: 82% of the 6065 prison participants found a matching counterpart in the general population, resulting in a final sample of 9954 participants included in the analyses.
To evaluate whether adjuvant I/Epi treatment improved survival while reducing potential bias from treatment selection, we implemented the propensity score IPTW approach in the context of KM analysis and Cox models to alleviate the limitations of this retrospective study.
This participatory approach may increase providers' propensity to implement the system [ 45] and the likelihood of this system generating information that is useful to providers [ 46].
To implement the backward compatibility of newer modules, the (pre defined software interfaces of the newer modules, or even of its neighboring modules, usually have to be adapted manually, which increases the engineering effort and propensity for errors.
We must implement the law.
