Latent class models for joint analysis of disease prevalence and high-dimensional semicontinuous biomarker data.
High-dimensional biomarker data are often collected in epidemiological studies when assessing the association between biomarkers and human disease is of interest. We develop a latent class modeling approach for joint analysis of high-dimensional semicontinuous biomarker data and a binary disease out...
| Publicado en: | Biostatistics Vol. 13; no. 1; pp. 74 - 89 |
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| Autores principales: | , , , , , |
| Formato: | research Journal Article |
| Publicado: |
Oxford University Press / USA
Jan2012
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| Acceso en línea: | Ver este registro en EBSCOhost |