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Distribution-Free Prediction Intervals Under Covariate Shift, With an Application to Causal Inference
Journal of the American Statistical Association ( IF 3.0 ) Pub Date : 2024-05-20 , DOI: 10.1080/01621459.2024.2356886 Jing Qin 1 , Yukun Liu 2 , Moming Li 3 , Chiung-Yu Huang 3
Journal of the American Statistical Association ( IF 3.0 ) Pub Date : 2024-05-20 , DOI: 10.1080/01621459.2024.2356886 Jing Qin 1 , Yukun Liu 2 , Moming Li 3 , Chiung-Yu Huang 3
Affiliation
Owing to its appealing distribution-free feature, conformal inference has become a popular tool for constructing prediction intervals with a desired coverage rate. In scenarios involving covariate ...
中文翻译:
协变量平移下的无分布预测区间及其在因果推理中的应用
由于其具有吸引力的无分布特征,保形推理已成为构建具有所需覆盖率的预测区间的流行工具。在涉及协变量的场景中...
更新日期:2024-05-20
中文翻译:
协变量平移下的无分布预测区间及其在因果推理中的应用
由于其具有吸引力的无分布特征,保形推理已成为构建具有所需覆盖率的预测区间的流行工具。在涉及协变量的场景中...