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1“... of confounding as it is understood in causal inference. We define spatial confounding as the existence...”
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2“... variables to extreme values with methods inspired by causal inference into an approach we call causal...”
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3by Bach, Philipp, Schacht, Oliver, Chernozhukov, Victor, Klaassen, Sven, Spindler, Martin“...) parameter. We conduct an extensive simulation study using data from the 2019 Atlantic Causal Inference...”
Published 2024
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5“.... In order to tackle these challenges, we propose TCINet - time-series causal inference model to infer...”
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6by Ali, Sahara, Faruque, Omar, Huang, Yiyi, Gani, Md. Osman, Subramanian, Aneesh, Shchlegel, Nicole-Jienne, Wang, Jianwu“.... Further, the complex non-linearity in Earth science data makes it infeasible to perform causal inference...”
Published 2023
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7“... is the (local) quantile treatment effect ((L)QTE) in causal inference, for which the efficient estimating...”
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8by Rehill, Patrick“... fairness in regression problems to that of estimating counterfactual outcomes in causal inference under...”
Published 2023
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9by Cohrs, Kai-Hendrik, Varando, Gherardo, Carvalhais, Nuno, Reichstein, Markus, Camps-Valls, Gustau“... hybrid models via a causal inference framework, specifically employing Double Machine Learning (DML...”
Published 2024
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10by Klaassen, Sven, Teichert-Kluge, Jan, Bach, Philipp, Chernozhukov, Victor, Spindler, Martin, Vijaykumar, Suhas“...This paper explores the use of unstructured, multimodal data, namely text and images, in causal...”
Published 2024
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11“...Unlike classical causal inference, which often has an average causal effect of a treatment within a...”
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12“... explain how it can be applied in the context of causal inference. In addition to our theoretical framework...”
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13by Hannisdal, Bjarte, Haaga, Kristian Agasøster, Reitan, Trond, Diego, David, Liow, Lee Hsiang“... temperature reconstructions. The causal inference does not imply a direct mechanism, but is consistent...”
Published 2017
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14by Hannisdal, Bjarte, Haaga, Kristian Agasøster, Reitan, Trond, Diego, David, Liow, Lee Hsiang“... temperature reconstructions. The causal inference does not imply a direct mechanism, but is consistent...”
Published 2017
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15by Hannisdal, Bjarte, Haaga, Kristian Agasøster, Reitan, Trond, Diego, David, Liow, Lee Hsiang“... temperature reconstructions. The causal inference does not imply a direct mechanism, but is consistent...”
Published 2017
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16by Miñoza, Darius Noel C.“.... (1975). A closer examination of causal inference: the roles of consensus, distinctiveness...”
Published 2016
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17by Miñoza, Darius Noel C.“.... (1975). A closer examination of causal inference: the roles of consensus, distinctiveness...”
Published 2016
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