A Non-Homogeneous Dynamic Bayesian Network with Sequentially Coupled Interaction Parameters for Applications in Systems and Synthetic Biology
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- Makram Talih & Nicolas Hengartner, 2005. "Structural learning with time‐varying components: tracking the cross‐section of financial time series," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(3), pages 321-341, June.
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- Aderhold Andrej & Husmeier Dirk & Grzegorczyk Marco, 2014. "Statistical inference of regulatory networks for circadian regulation," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 13(3), pages 1-47, June.
- Azzimonti, Laura & Corani, Giorgio & Zaffalon, Marco, 2019. "Hierarchical estimation of parameters in Bayesian networks," Computational Statistics & Data Analysis, Elsevier, vol. 137(C), pages 67-91.
- Liang Yulan & Kelemen Arpad, 2016. "Bayesian state space models for dynamic genetic network construction across multiple tissues," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 15(4), pages 273-290, August.
- Grzegorczyk Marco & Aderhold Andrej & Husmeier Dirk, 2015. "Inferring bi-directional interactions between circadian clock genes and metabolism with model ensembles," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 14(2), pages 143-167, April.
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