INVESTIGADORES
CAIAFA Cesar Federico
congresos y reuniones científicas
Título:
A copula-based method for synthetic microarray data generation
Autor/es:
SERGIO LEW; JORDI SOLE-CASALS; CESAR F CAIAFA; JOSEP BAU-MACIA
Lugar:
Barcelona
Reunión:
Conferencia; Barcelona Advances in Statistics BAS 2012; 2012
Institución organizadora:
Universidad Autonoma de Barcelona
Resumen:
In this work, we propose a copula-based method to generate synthetic gene expression data that account for marginal and joint probability distributions features captured from real data. Our method allows us to implant significant genes in the synthetic dataset in a controlled manner, giving the possibility of testing new detection algorithms under more realistic environments.
