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This paper develops a machine-learning method that allows researchers to estimate heterogeneous treatment effects with panel data in a setting with many covariates. Our method, which we name the dynamic causal forest (DCF) method, extends the causal-forest method of Wager and Athey (2018) by...
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this problem. We use the VoI framework to analyse a decision problem in water quality management. Based on real …-world monitoring data, we calculate the VoI of monitoring nitrogen, which is used as an indicator of the ecological state of water body …
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