Effects of aggregation of drug and diagnostic codes on the performance of the high-dimensional propensity score algorithm: an empirical example-Reference-Cited by-同舟云学术

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Effects of aggregation of drug and diagnostic codes on the performance of the high-dimensional propensity score algorithm: an empirical example

Published:2013-11-19 Issue:1 Volume:13 Page:
ISSN:1471-2288
Container-title:BMC Medical Research Methodology
language:en
Short-container-title:BMC Med Res Methodol

Author:

Le Hoa V,Poole Charles,Brookhart M Alan,Schoenbach Victor J,Beach Kathleen J,Layton J Bradley,Stürmer Til

Publisher

Springer Science and Business Media LLC

Subject

Health Informatics,Epidemiology

Link

http://link.springer.com/article/10.1186/1471-2288-13-142/fulltext.html

Reference38 articles.

1. Davis RL, Kolczak M, Lewis E, Nordin J, Goodman M, Shay DK, Platt R, Black S, Shinefield H, Chen RT: Active surveillance of vaccine safety: a system to detect early signs of adverse events. Epidemiology. 2005, 16 (3): 336-341. 10.1097/01.ede.0000155506.05636.a4.

2. Brown JS, Kulldorff M, Chan KA, Davis RL, Graham D, Pettus PT, Andrade SE, Raebel MA, Herrinton L, Roblin D, Boudreau D, Smith D, Gurwitz JH, Gunter MJ, Platt R: Early detection of adverse drug events within population-based health networks: application of sequential testing methods. Pharmacoepidemiol Drug Saf. 2007, 16 (12): 1275-1284. 10.1002/pds.1509.

3. Lieu TA, Kulldorff M, Davis RL, Lewis EM, Weintraub E, Yih K, Yin R, Brown JS, Platt R: Vaccine Safety Datalink Rapid Cycle Analysis Team Real-Time vaccine safety surveillance for the early detection of adverse events. Med Care. 2007, 45 (10): S89-S95.

4. Rubin DB: Estimating causal effects from large data sets using the propensity score. Ann Intern Med. 1997, 127: 757-763. 10.7326/0003-4819-127-8_Part_2-199710151-00064.

5. Stürmer T, Schneeweiss S, Brookhart MA, Rothman KJ, Avorn J, Glynn RJ: Analytic strategies to adjust confounding using exposure propensity scores and disease risk scores: nonsteroidal antiinflammatory drugs and short-term mortality in the elderly. Am J Epidemiol. 2005, 161 (9): 891-898. 10.1093/aje/kwi106.

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