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math.ST2019★ 1 cited
The Global Markov Property for a Mixture of DAGs
Eric V. Strobl
Real causal processes may contain feedback loops and change over time. In this paper, we model cycles and non-stationary distributions using a mixture of directed acyclic graphs (D…
math.ST2015
Markov Boundary Discovery with Ridge Regularized Linear Models
Eric V. Strobl, Shyam Visweswaran
Ridge regularized linear models (RRLMs), such as ridge regression and the SVM, are a popular group of methods that are used in conjunction with coefficient hypothesis testing to di…