Sentence examples for rely on propensity from inspiring English sources
To make the workers employed in changing and non-changing firms comparable in terms of observable characteristics, we rely on propensity score matching techniques (Rosenbaum and Rubin 1983).
This approach is related to methods of linear B cell epitope prediction which rely on propensity scales for epitope prediction [ 16- 19].
HRSSA is built on top of RSSA, an exact stochastic simulation algorithm which relies on propensity bounds to select next reaction firings and to reduce the average number of reaction propensity updates needed during the simulation.
Three frequently used estimators of the treatment effect are considered, all of which rely on the propensity score: (1) full matching, (2) 1:1 nearest neighbor matching, and (3) weighting.
The Anchor (Meszaros et al., 2009) predictors rely on the propensity for SLiMs to undergo a disorder-to-order transition upon binding and α-MORF-Pred (Mohan et al., 2006) identifies patterns in a disorder prediction output.
That, at least, is the message that comes from contrarian analysis of investor sentiment — an approach to market timing that relies on the propensity of the average investor to get the market's near-term direction dead wrong most of the time.
Nevertheless, solutions relying on the propensity score require post-match balance in the entire distribution of individual covariates.
Methods such as regression analysis, matching, 'sharp' regression discontinuity designs, as well solutions relying on the propensity score require the selection on observables assumption and common support for baseline covariates between the treatment groups [7].
We found that antipsychotic polypharmacy in schizophrenic patients was not statistically associated with an increase in relapse in this observational study relying on a propensity score adjustment.
The efficacy of cytotoxic anticancer drugs relies on their propensity to trigger cellular effector pathways, such as cell cycle arrest or apoptotic cell death.
