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Constructing treatment decision rules based on scalar and functional predictors when moderators of treatment effect are unknown

Treatment response heterogeneity poses serious challenges for selecting treatment for many diseases. To better understand this heterogeneity and to help in determining the best patient-specific treatments for a given disease, many clinical trials are collecting large amounts of patient-level data pr...

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Библиографические подробности
Опубликовано в: :J R Stat Soc Ser C Appl Stat
Главные авторы: Ciarleglio, Adam, Petkova, Eva, Ogden, Todd, Tarpey, Thaddeus
Формат: Artigo
Язык:Inglês
Опубликовано: 2018
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC6287762/
https://ncbi.nlm.nih.gov/pubmed/30546161
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssc.12278
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