Cargando…
Learning causal networks from systems biology time course data: an effective model selection procedure for the vector autoregressive process
BACKGROUND: Causal networks based on the vector autoregressive (VAR) process are a promising statistical tool for modeling regulatory interactions in a cell. However, learning these networks is challenging due to the low sample size and high dimensionality of genomic data. RESULTS: We present a nove...
| Autores principales: | , |
|---|---|
| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2007
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1892072/ https://www.ncbi.nlm.nih.gov/pubmed/17493252 http://dx.doi.org/10.1186/1471-2105-8-S2-S3 |