SpaCE: The Spatial Confounding Environment
收藏Mendeley Data2024-03-27 更新2024-06-30 收录
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https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/SYNPBS
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资源简介：
SpaCE: The Spatial Confounding Environment is a benchmarking dataset for causal inference incorporating spatial structure. In particular, SpaCE datasets contain real confounder and exposure/treatment data inspired by environmental health studies. The synthetic outcome and counterfactual are generated according to recommended practices for causal evaluation by mimicking the real outcome data distribution learned with machine learning and neural network methods. Spatial confounding is achieved by masking influential confounders in the learned model.
创建时间：
2023-06-28
