Distinguishing Cause and Effect in Bivariate Structural Causal Models: A Systematic Investigation

被引:0
|
作者
Käding, Christoph [1 ]
Runge, Jakob [1 ,2 ]
机构
[1] Institute of Data Science, German Aerospace Center (DLR), Jena,07745, Germany
[2] Technische Universität Berlin, Berlin,10623, Germany
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Spatio-temporal data
引用
收藏
相关论文
共 50 条
  • [21] Causal Effect of Donor Source on Survival of Renal Transplantation Using Marginal Structural Models
    Almasi-Hashiani, Amir
    Mansournia, Mohammad Ali
    Rezaeifard, Abdolreza
    Mohammad, Kazem
    IRANIAN JOURNAL OF PUBLIC HEALTH, 2018, 47 (05) : 706 - 712
  • [22] Cause and Event: Supporting Causal Claims through Logistic Models
    O'Connell, Ann A.
    Gray, DeLeon L.
    EDUCATIONAL PSYCHOLOGY REVIEW, 2011, 23 (02) : 245 - 261
  • [23] Cause and Event: Supporting Causal Claims through Logistic Models
    Ann A. O’Connell
    DeLeon L. Gray
    Educational Psychology Review, 2011, 23 : 245 - 261
  • [24] Bivariate construction methods and its effect on structural reliability
    Li, D.-Q. (dianqing@whu.edu.cn), 1600, Tsinghua University (29):
  • [25] From Deterministic ODEs to Dynamic Structural Causal Models
    Rubenstein, Paul K.
    Bongers, Stephan
    Schoelkopf, Bernhard
    Mooij, Joris
    UNCERTAINTY IN ARTIFICIAL INTELLIGENCE, 2018, : 114 - 123
  • [26] Reply to Hinsen: Free will, vitalism, and distinguishing cause from effect
    Cashmore, Anthony R.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (38) : E150 - E150
  • [27] RANDOM EFFECT BIVARIATE SURVIVAL MODELS AND STOCHASTIC COMPARISONS
    Gupta, Ramesh C.
    Gupta, Rameshwar D.
    JOURNAL OF APPLIED PROBABILITY, 2010, 47 (02) : 426 - 440
  • [28] A Divide and Conquer Approach for Solving Structural Causal Models
    Bjoru, Anna Rodum
    Cabanas, Rafael
    Langseth, Helge
    Salmeron, Antonio
    INTERNATIONAL CONFERENCE ON PROBABILISTIC GRAPHICAL MODELS, 2024, 246 : 348 - 360
  • [29] Partially marginal structural models for causal inference.
    Joffe, M
    Santanna, J
    Feldman, H
    AMERICAN JOURNAL OF EPIDEMIOLOGY, 2001, 153 (11) : S261 - S261
  • [30] Stability of Linear Structural Equation Models of Causal Inference
    Sankararaman, Karthik Abinav
    Louis, Anand
    Goyal, Navin
    35TH UNCERTAINTY IN ARTIFICIAL INTELLIGENCE CONFERENCE (UAI 2019), 2020, 115 : 323 - 333