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Visualization tool of variable selection in bias–variance tradeoff for inverse probability weights
PURPOSE: Inversed probability weighted (IPW) estimators are commonly used to adjust for time-fixed or time-varying confounders. However, in high-dimensional settings, including all identified confounders may result in unstable weights leading to higher variance. We aimed to develop a visualization t...
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| Publicado no: | Ann Epidemiol |
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| Main Authors: | , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2019
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7864095/ https://ncbi.nlm.nih.gov/pubmed/31982245 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.annepidem.2019.12.006 |
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