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Change-Plane Analysis for Subgroup Detection and Sample Size Calculation

We propose a systematic method for testing and identifying a subgroup with an enhanced treatment effect. We adopts a change-plane technique to first test the existence of a subgroup, and then identify the subgroup if the null hypothesis on non-existence of such a subgroup is rejected. A semiparametr...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Fan, Ailin, Song, Rui, Lu, Wenbin
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5553128/
https://ncbi.nlm.nih.gov/pubmed/28804182
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2016.1166115
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