Titlebook: Causal Inference; 6th Pacific Causal I Xiao-Hua Zhou,Jinzhu Jia Conference proceedings 2025 The Editor(s) (if applicable) and The Author(s)

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書(shū)目名稱Causal Inference影響因子(影響力)




書(shū)目名稱Causal Inference影響因子(影響力)學(xué)科排名




書(shū)目名稱Causal Inference網(wǎng)絡(luò)公開(kāi)度




書(shū)目名稱Causal Inference網(wǎng)絡(luò)公開(kāi)度學(xué)科排名




書(shū)目名稱Causal Inference被引頻次




書(shū)目名稱Causal Inference被引頻次學(xué)科排名




書(shū)目名稱Causal Inference年度引用




書(shū)目名稱Causal Inference年度引用學(xué)科排名




書(shū)目名稱Causal Inference讀者反饋




書(shū)目名稱Causal Inference讀者反饋學(xué)科排名

拋射物

,Causal Inference in?the?Multiverse of?Hazard,biases and the ambiguity in defining populations for comparison across different treatment groups. To address these issues, we introduce a novel definition of counterfactual hazard based on the framework of possible worlds. Rather than conditioning on prior survival status as a conditional probabili

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,A Continuous Structural Intervention Distance to?Compare Causal Graphs, metric that extends beyond graph-based measures like Structural Hamming Distance and Structural Intervention Distance by incorporating underlying data alongside graph structures. Our approach embeds intervention distributions for each node pair as conditional mean embeddings in reproducing kernel H

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Euphonious

Real-World Implications of a Methodological Dilemma: Endogenous Confounding in Causal Decompositionnt youth development would be reduced and how much would remain? To address this question, a causal decomposition analysis must credibly identify the causal impact of intervening on the malleable factors. However, major confounders such as parental SES are intermediate outcomes of systemic racism ex

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Acquired

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D. Jeanmonod,M. Sindou,F. Mauguièrehe impact of both observed and unobserved confounders. Despite the multitude of proposed methods aimed at addressing observed confounding bias, these approaches are contingent upon the untestable assumption of Unconfoundedness, which posits the absence of unobserved confounders. In this paper, we pr

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