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Scalable Bayesian Variable Selection for Structured High-dimensional Data

Variable selection for structured covariates lying on an underlying known graph is a problem motivated by practical applications, and has been a topic of increasing interest. However, most of the existing methods may not be scalable to high dimensional settings involving tens of thousands of variabl...

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Dettagli Bibliografici
Pubblicato in:Biometrics
Autori principali: Chang, Changgee, Kundu, Suprateek, Long, Qi
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2018
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6222001/
https://ncbi.nlm.nih.gov/pubmed/29738602
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12882
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