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An Application of Collaborative Targeted Maximum Likelihood Estimation in Causal Inference and Genomics
A concrete example of the collaborative double-robust targeted likelihood estimator (C-TMLE) introduced in a companion article in this issue is presented, and applied to the estimation of causal effects and variable importance parameters in genomic data. The focus is on non-parametric estimation in...
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| Main Authors: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Berkeley Electronic Press
2010
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| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3126668/ https://ncbi.nlm.nih.gov/pubmed/21731530 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2202/1557-4679.1182 |
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