On the Equivalence between the Sigmoidal Approach and Utkin's Approach for Piecewise-Linear Models of Gene Regulatory Networks.
Nicoletta Del BuonoCinzia EliaLuciano LopezPublished in: SIAM J. Appl. Dyn. Syst. (2014)
Keyphrases
- linear models
- gene regulatory networks
- linear model
- reverse engineering
- network model
- gene expression data
- variable selection
- least squares
- regression model
- bayesian inference
- biological data
- linear regression
- dynamic bayesian networks
- gaussian processes
- structure learning
- data sets
- causal relationships
- probabilistic model
- data mining