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A Novel Approach for Propensity Score Matching and Stratification for Multiple Treatments: Application to an EHR-Derived Study
Currently, methods for conducting multiple treatment propensity scoring in the presence of high-dimensional covariate spaces that result from ‘big data’ are lacking – the most prominent method relies on inverse probability treatment weighting (IPTW). However, IPTW only utilizes one element of the ge...
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| Vydáno v: | Stat Med |
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| Hlavní autoři: | , , , , , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
2020
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7334100/ https://ncbi.nlm.nih.gov/pubmed/32297677 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.8540 |
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