Evaluating the Performance of High-Dimensional Propensity Scores Compared with Standard Propensity Scores for Comparing Antihypertensive Therapies in the CPRD GOLD Database
Abstract Introduction Propensity score (PS) matching is widely used in medical record studies to create balanced treatment groups, but relies on prior knowledge of confounding factors. High-dimensional PS (hdPS) is a semi-automated algorithm that selects variables with the highest potential for conf...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Adis, Springer Healthcare
2023-05-01
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| Series: | Cardiology and Therapy |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s40119-023-00316-7 |