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Bayesian Analysis of Mass Spectrometry Proteomics Data using Wavelet Based Functional Mixed Models

In this paper, we analyze MALDI-TOF mass spectrometry proteomic data using Bayesian wavelet-based functional mixed models. By modeling mass spectra as functions, this approach avoids reliance on peak detection methods. The flexibility of this framework in modeling non-parametric fixed and random eff...

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Detalhes bibliográficos
Main Authors: Morris, Jeffrey S., Brown, Philip J., Herrick, Richard C., Baggerly, Keith A., Coombes, Kevin R.
Formato: Artigo
Idioma:Inglês
Publicado em: 2007
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2659628/
https://ncbi.nlm.nih.gov/pubmed/17888041
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2007.00895.x
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