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Comparing causal random forest and linear regression to estimate the independent association of organisational factors with ICU efficiency

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Purpose: Parametric regression models have been the main statistical method for identifying average treatment effects. Causal machine learning models showed promising results in estimating heterogeneous treatment effects in causa... ...