Sparse Nested Markov models with Log-linear Parameters

Ilya Shpitser, Robin J. Evans, Thomas S. Richardson +1

Hidden variables are ubiquitous in practical data analysis, and therefore modeling marginal densities and doing inference with the resulting models is an important problem in stati…