Allman, Elizabeth S.; Rhodes, John A.; Stanghellini, Elena - In: Journal of Causal Inference 3 (2015) 2, pp. 189-205
Abstract Identifiability of parameters is an essential property for a statistical model to be useful in most settings. However, establishing parameter identifiability for Bayesian networks with hidden variables remains challenging. In the context of finite state spaces, we give algebraic...