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3“... from singular cases. We present causalizeR (https://github.com/fjmurguzur/causalizeR), a text...”
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4by Schacht, Oliver, Klaassen, Sven, Schwarz, Philipp, Spindler, Martin, Grünbaum, Daniel, Imhof, Sebastian“... their value empirically. From our causal machine learning analysis we derive implications for ... : 22 pages...”
Published 2023
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5“... of confounding as it is understood in causal inference. We define spatial confounding as the existence...”
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6by Li, Yijun, Leung, Cheuk Hang, Sun, Xiangqian, Wang, Chaoqun, Huang, Yiyan, Yan, Xing, Wu, Qi, Wang, Dongdong, Huang, Zhixiang“... access during shopping and have the potential to stimulate sales. To understand the causal impact...”
Published 2023
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7by 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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8by 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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9by Galytska, Evgenia“...: Evaluating causal Arctic-midlatitude teleconnections in CMIP6. ......”
Published 2023
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10by Galytska, Evgenia“...: Evaluating causal Arctic-midlatitude teleconnections in CMIP6. ......”
Published 2023
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11Subjects: “...Northern Asia, valence, causative, anticausative, equipollence, verb meanings, causality, Tungusic,...”
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12Subjects: “...Northern Asia, valence, causative, anticausative, equipollence, verb meanings, causality, Tungusic,...”
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13by Fukumori, Ichiro“... by as much as 400 km3/yr. Here we study the nature and causal mechanism of this change and the attendant...”
Published 2023
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14“... variables to extreme values with methods inspired by causal inference into an approach we call causal...”
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15“...The estimation of causal effects with observational data continues to be a very active research...”
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17by Bach, Philipp, Schacht, Oliver, Chernozhukov, Victor, Klaassen, Sven, Spindler, Martin“... for prediction, there is only little guidance available on tuning ML learners for causal machine learning and how...”
Published 2024
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18by Wielscher, Matthias, Amaral, Andre F. S., van der Plaat, Diana, Wain, Louise V., Sebert, Sylvain, Mosen-Ansorena, David, Auvinen, Juha, Herzig, Karl-Heinz, Dehghan, Abbas, Jarvis, Debbie L., Jarvelin, Marjo-Riitta“... have been reported. It is, however, unclear whether these co-morbidities reflect causal associations...”
Published 2021
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19by Wielscher, Matthias, Amaral, Andre F. S., van der Plaat, Diana, Wain, Louise V., Sebert, Sylvain, Mosen-Ansorena, David, Auvinen, Juha, Herzig, Karl-Heinz, Dehghan, Abbas, Jarvis, Debbie L., Jarvelin, Marjo-Riitta“... have been reported. It is, however, unclear whether these co-morbidities reflect causal associations...”
Published 2021
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20“... Assembly aboard the Solar Dynamics Observatory are analyzed here to study a causal relationship between...”
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