Bayesian nonparametric adjustment of confounding.
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DOI: 10.1111/biom.13833
Abstract: Analysis of observational studies increasingly confronts the challenge of determining which of a possibly high-dimensional set of available covariates are required to satisfy the assumption of ignorable treatment assignment for estimation of causal effects. We… read more here.
Keywords: bayesian nonparametric; nonparametric adjustment; adjustment confounding; causal ... See more keywords