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Showing 1 - 17 results of 17 for search '"causal inference"', query time: 0.32s Refine Results
  1. 1
    ... of confounding as it is understood in causal inference. We define spatial confounding as the existence...
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  2. 2
    ... variables to extreme values with methods inspired by causal inference into an approach we call causal...
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  3. 3
    ...) parameter. We conduct an extensive simulation study using data from the 2019 Atlantic Causal Inference...
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  4. 4
  5. 5
    by Ali, Sahara, Faruque, Omar, Wang, Jianwu
    Published 2023
    .... In order to tackle these challenges, we propose TCINet - time-series causal inference model to infer...
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  6. 6
    .... Further, the complex non-linearity in Earth science data makes it infeasible to perform causal inference...
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  7. 7
    ... is the (local) quantile treatment effect ((L)QTE) in causal inference, for which the efficient estimating...
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  8. 8
    by Rehill, Patrick
    Published 2023
    ... fairness in regression problems to that of estimating counterfactual outcomes in causal inference under...
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  9. 9
    ... hybrid models via a causal inference framework, specifically employing Double Machine Learning (DML...
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  10. 10
    ...This paper explores the use of unstructured, multimodal data, namely text and images, in causal...
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  11. 11
    by Shpitser, Ilya, Sarkar, Sourjya
    Published 2017
    ...Unlike classical causal inference, which often has an average causal effect of a treatment within a...
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  12. 12
    ... explain how it can be applied in the context of causal inference. In addition to our theoretical framework...
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  13. 13
    ... temperature reconstructions. The causal inference does not imply a direct mechanism, but is consistent...
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  14. 14
    ... temperature reconstructions. The causal inference does not imply a direct mechanism, but is consistent...
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  15. 15
    ... temperature reconstructions. The causal inference does not imply a direct mechanism, but is consistent...
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  16. 16
    by Miñoza, Darius Noel C.
    Published 2016
    .... (1975). A closer examination of causal inference: the roles of consensus, distinctiveness...
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  17. 17
    by Miñoza, Darius Noel C.
    Published 2016
    .... (1975). A closer examination of causal inference: the roles of consensus, distinctiveness...
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