A Non-Homogeneous Dynamic Bayesian Network with Sequentially Coupled Interaction Parameters for Applications in Systems and Synthetic Biology - Grzegorczyk, Marco; Husmeier, Dirk (Statistical applications in genetics and molecular biology, 2012)
Keywords: Algorithms; Arabidopsis - genetics; Bayes Theorem; Bayesian multiple changepoint processes; Bayesian regularization; Computational Biology - methods; Computational Biology - statistics & numerical data; Gene Expression Profiling - methods; Gene Expression Profiling - statistics & numerical data; Gene Expression Regulation, Fungal; Gene Expression Regulation, Plant; gene regulatory networks; Gene Regulatory Networks - physiology; Genetic Heterogeneity; Models, Statistical; non-stationary gene expression time series; Oligonucleotide Array Sequence Analysis; reversible jump Markov chain Monte Carlo; Saccharomyces cerevisiae - genetics; Synthetic Biology - methods; Synthetic Biology - statistics & numerical data; Systems Biology - methods; Systems Biology - statistics & numerical data; time varying dynamic Bayesian networks