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Some methods for heterogeneous treatment effect estimation in high dimensions

When devising a course of treatment for a patient, doctors often have little quantitative evidence on which to base their decisions, beyond their medical education and published clinical trials. Stanford Health Care alone has millions of electronic medical records that are only just recently being l...

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Podrobná bibliografie
Vydáno v:Stat Med
Hlavní autoři: Powers, Scott, Qian, Junyang, Jung, Kenneth, Schuler, Alejandro, Shah, Nigam H., Hastie, Trevor, Tibshirani, Robert
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5938172/
https://ncbi.nlm.nih.gov/pubmed/29508417
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.7623
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