Sentence examples for based on propensity from inspiring English sources

We then matched control and case pairs, matching randomly one-to-one without replacement for the pre- and post- PPNO groups, based on propensity scoring for age, gender, and the presence of diabetes and hypertension.

This article proposes functional networks based on propensity score and Newton Raphson-maximum-likelihood optimizationewas a new large-scale machine learning classifier to enhance its performance in addressing these challenges within big biomedical data.

For example, defining customer targets based on propensity to respond to messaging is best built and supported by actionable data.

Post: Difference and p-value after applying weights based on propensity score.

Besides, the above-mentioned analysis is carried out based on propensity score matching techniques.

A causal analysis based on Propensity Score Matching is a work in progress (see ISG/IAB 2014).

"This transformation presents an entirely new menace: penalties based on propensities," he writes in his new book, Big Data: A Revolution That Will Transform How We Live, Work and Think, which is co-authored by Kenneth Cukier, the Economist's data editor.

Moreover, based on propensity-score matching, a linear regression model was used to examine how the different timing of rehabilitation influenced total medical expenses, total rehabilitation expenses, and the number of OPD visits while controlling for gender, age, group, length of stay, CCS, trauma code, and comorbidity.

We used the caliper matching with one-to-one matches based on the propensity score.

Patients were subdivided into quintiles based on their propensity scores and the propensity score quintile was used in logistic regression models of mortality.

This method addresses the imbalance of baseline characteristics between the treated and control groups by reweighting control observations based on their propensity score; control observations with a higher propensity score are given a higher weight.