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stat.ME2022★ 2 cited
Relative Sparsity for Medical Decision Problems
Samuel J. Weisenthal, Sally W. Thurston, Ashkan Ertefaie
Existing statistical methods can estimate a policy, or a mapping from covariates to decisions, which can then instruct decision makers (e.g., whether to administer hypotension trea…
math.CO2022
Spectral Bayesian Network Theory
Luke Duttweiler, Sally W. Thurston, Anthony Almudevar
A Bayesian Network (BN) is a probabilistic model that represents a set of variables using a directed acyclic graph (DAG). Current algorithms for learning BN structures from data fo…