標題: Titlebook: Causal Inference; 6th Pacific Causal I Xiao-Hua Zhou,Jinzhu Jia Conference proceedings 2025 The Editor(s) (if applicable) and The Author(s) [打印本頁] 作者: crusade 時間: 2025-3-21 18:10
書目名稱Causal Inference影響因子(影響力)
書目名稱Causal Inference影響因子(影響力)學(xué)科排名
書目名稱Causal Inference網(wǎng)絡(luò)公開度
書目名稱Causal Inference網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Causal Inference被引頻次
書目名稱Causal Inference被引頻次學(xué)科排名
書目名稱Causal Inference年度引用
書目名稱Causal Inference年度引用學(xué)科排名
書目名稱Causal Inference讀者反饋
書目名稱Causal Inference讀者反饋學(xué)科排名
作者: 拋射物 時間: 2025-3-21 21:20
,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作者: 無動于衷 時間: 2025-3-22 01:25
,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作者: idiopathic 時間: 2025-3-22 04:47 作者: Euphonious 時間: 2025-3-22 10:53
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作者: Acquired 時間: 2025-3-22 16:16 作者: Acquired 時間: 2025-3-22 18:07 作者: 拱墻 時間: 2025-3-23 00:37 作者: bile648 時間: 2025-3-23 02:19
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作者: Barrister 時間: 2025-3-23 09:36 作者: phlegm 時間: 2025-3-23 09:57
https://doi.org/10.1007/978-3-7091-9029-6 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作者: 旁觀者 時間: 2025-3-23 17:40
O. Subrt,M. Tichy,V. Vladyka,K. Hurt However, little research has been conducted for appropriate window sizes. We propose Detection Windows based on Hidden Markov Model (HMMDW) for time-varying causal discovery of time series. Firstly, a sliding window moves along the time series, an autoregressive model with an external variable and 作者: 委屈 時間: 2025-3-23 21:13
J. I. Ruz-Franzi,J. M. González-Dardernt 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作者: Amendment 時間: 2025-3-24 00:34
J. I. Ruz-Franzi,J. M. González-Darderso prior research has predominantly relied on synthetic datasets for validation. These synthetic or semi-real datasets, controlled artificially, may not fully reflect an algorithm’s performance in real-world scenarios. Therefore, we proposed a method for evaluating causal discovery in the absence of作者: ICLE 時間: 2025-3-24 02:26 作者: saturated-fat 時間: 2025-3-24 08:46 作者: 生命層 時間: 2025-3-24 12:25
Conference proceedings 2025, 2024...The 8 papers included in these proceedings were carefully reviewed and selected from 15 submissions. They aim to promote research and developmental activities in the fields of Causal Inference and Artificial Intelligence..作者: 奴才 時間: 2025-3-24 15:51 作者: exorbitant 時間: 2025-3-24 19:43 作者: 圓錐體 時間: 2025-3-24 23:16
https://doi.org/10.1007/978-981-97-7812-6Artificial Intelligence for Science; Big Data Analysis; Causal Inference; Large Language Model; Machine 作者: 事情 時間: 2025-3-25 05:45 作者: 禁止,切斷 時間: 2025-3-25 09:02
Causal Inference978-981-97-7812-6Series ISSN 1865-0929 Series E-ISSN 1865-0937 作者: 檔案 時間: 2025-3-25 12:21 作者: motivate 時間: 2025-3-25 15:52 作者: 壓倒 時間: 2025-3-25 20:40
J. I. Ruz-Franzi,J. M. González-Dardersing multiple methods. Finally, we integrated the results of these methods through weighted voting to achieve the final accuracy. Experiments on both synthetic and real datasets demonstrated that our proposed method can reflect true accuracy to some extent.作者: 推崇 時間: 2025-3-26 01:59 作者: 現(xiàn)任者 時間: 2025-3-26 07:59 作者: contradict 時間: 2025-3-26 11:29 作者: wreathe 時間: 2025-3-26 13:23 作者: 發(fā)酵劑 時間: 2025-3-26 19:18 作者: Oversee 時間: 2025-3-26 21:21
,Avoiding the?Unconfoundednes Assumption: Counterfactual Inference Considering Unobserved Confounderof Unconfoundedness. Furthermore, within the framework, we incorporate a balanced representation model that takes into account both observed and unobserved confounders. This integration guarantees the attainment of unbiased inferences. The CIUC framework is versatile, as it can accommodate both disc作者: 脫離 時間: 2025-3-27 03:23 作者: 一罵死割除 時間: 2025-3-27 07:54 作者: 樸素 時間: 2025-3-27 12:12 作者: Allodynia 時間: 2025-3-27 14:52
Exploring the Use of Q-Learning in Causal Inference for Adaptive Interventions,ty of populations; adaptive interventions that are effective in one subgroup may be ineffective in another. Response-adaptive designs potentially reducing the likelihood of selecting the most appropriate treatment for each individual..In this context, we present Q-learning, an extension of regressio作者: Assignment 時間: 2025-3-27 19:49
D. Jeanmonod,M. Sindou,F. Mauguièreof Unconfoundedness. Furthermore, within the framework, we incorporate a balanced representation model that takes into account both observed and unobserved confounders. This integration guarantees the attainment of unbiased inferences. The CIUC framework is versatile, as it can accommodate both disc作者: 巨碩 時間: 2025-3-28 00:00 作者: 轉(zhuǎn)換 時間: 2025-3-28 02:32
J. I. Ruz-Franzi,J. M. González-Dardervery level of parental SES, the attempt would nonetheless fail to eliminate the marginal Black-White gap in schooling due to the endogeneity of parental SES. We propose a novel solution that replaces the original scale of an endogenous confounder with a scale preserving one’s within-group relative s作者: EWER 時間: 2025-3-28 08:55 作者: 虛度 時間: 2025-3-28 11:13
M. Dolores Ruiz-Medina,Mariano J. Valderramaty of populations; adaptive interventions that are effective in one subgroup may be ineffective in another. Response-adaptive designs potentially reducing the likelihood of selecting the most appropriate treatment for each individual..In this context, we present Q-learning, an extension of regressio作者: PAC 時間: 2025-3-28 15:58
Fully 3D Wavelets MRI Compressiont the same compression rate a lower loss of information can be obtained by using fully 3D wavelets as compared to iterated 2D methods. An adaptive thresholding step is performed in each sub-band and a simple Run Length Encoding (RLE) method for compression is finally used. A reconstruction algorithm作者: 大洪水 時間: 2025-3-28 18:58 作者: Vo2-Max 時間: 2025-3-29 02:46
