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Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index

When randomized controlled trials are not feasible, retrospective studies using big data provide an efficient and cost-effective alternative, though they are at risk for treatment selection bias. Treatment selection bias occurs in a non-randomized study when treatment selection is based on pre-treat...

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Podrobná bibliografie
Vydáno v:J Vis Exp
Hlavní autoři: Mitchell, Joshua D., Gage, Brian F., Fergestrom, Nicole, Novak, Eric, Villines, Todd C.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7652599/
https://ncbi.nlm.nih.gov/pubmed/31984959
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3791/59825
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