A Bayesian Hierarchical Model for Classification with Selection of Functional Predictors

DOI10.1111/j.1541-0420.2009.01283.xzbMath1192.62095OpenAlexW2098302992WikidataQ34591860 ScholiaQ34591860MaRDI QIDQ3576922

Marina Vannucci, Hongxiao Zhu, Dennis D. Cox

Publication date: 3 August 2010

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3042776

zbMATH Keywords

Bayesian hierarchical modelevolutionary Monte Carlofluorescence spectroscopyfunctional data classificationfunctional predictor selection

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Biomedical imaging and signal processing (92C55) Medical applications (general) (92C50)

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Uses Software

• fda (R)

Cites Work

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• Monte Carlo strategies in scientific computing