Parameter estimation for Boolean models of biological networks (2009)
Dimitrova, Elena, Garcia-Puente, Luis David, Hinkelmann, Franziska, Jarrah, Abdul S., Laubenbacher, Reinhard, Stigler, Brandilyn, ...
Boolean networks have long been used as models of molecular networks and play an increasingly important role in systems biology. This paper describes a software package, Polynome, offered as a web...
Algebraic Geometry of Bayesian Networks (2004)
We develop the necessary theory in algebraic geometry to place Bayesian networks into the realm of algebraic statistics. This allows us to create an algebraic geometry--statistics dictionary. In...
Algebraic Geometry of Bayesian Networks (2004)
We develop the necessary theory in algebraic geometry to place Bayesian networks into the realm of algebraic statistics. This allows us to create an algebraic geometry--statistics dictionary. In...