Sentence examples for based on propensities from inspiring English sources

"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.

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).

Prior to matching patients based on propensity score, inpatients were shown to be significantly older and to have higher BMI compared with outpatients (p < 0.001).

This study used 2013 National Health Interview Survey data to examine the extent to which VHA enrollees had similar demographic and health characteristics as individuals with Medicaid, Medicare, or private insurance coverage, based on propensity score models.

We consider three outcomes (leaving the disability rolls, employment and substantial gainful employment) and present estimates of the ATET based on propensity score matching (kernel and local linear), inverse probability weighting and genetic matching.

Matching based on propensity scores addresses this problem by providing a natural weighting scheme for potential matches.