Article
Causal stability ranking.
Bioinformatics (Oxford, England) - 1 Nov 2012
Stekhoven Daniel J, Moraes Izabel, Sveinbjörnsson Gardar, Hennig Lars, Maathuis Marloes H, Bühlmann Peter
Abstract excerpt
Genotypic causes of a phenotypic trait are typically determined via randomized controlled intervention experiments. Such experiments are often prohibitive with respect to durations and costs, and informative prioritization of experiments is desirable. We therefore consider predicting stable rankings of genes (covariates), according to their total causal effects on a phenotype (response), from observational data....
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