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Graphical modeling of binary data using the LASSO: a simulation study

BACKGROUND: Graphical models were identified as a promising new approach to modeling high-dimensional clinical data. They provided a probabilistic tool to display, analyze and visualize the net-like dependence structures by drawing a graph describing the conditional dependencies between the variable...

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Detalles Bibliográficos
Autores principales: Strobl, Ralf, Grill, Eva, Mansmann, Ulrich
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3305667/
https://www.ncbi.nlm.nih.gov/pubmed/22353192
http://dx.doi.org/10.1186/1471-2288-12-16