A Review and Synthesis of Multi-level Models for Causal Inference with Individual Level Exposures

被引:0
|
作者
Alexander P. Keil
Sabrina Zadrozny
Jessie K. Edwards
机构
[1] CB 7435,Department of Epidemiology
[2] University of North Carolina,Frank Porter Graham Child Development Institute
[3] University of North Carolina at Chapel Hill,undefined
来源
关键词
Multi-level models; Causal inference; Interference; G-computation;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:54 / 62
页数:8
相关论文
共 50 条
  • [1] A Review and Synthesis of Multi-level Models for Causal Inference with Individual Level Exposures
    Keil, Alexander P.
    Zadrozny, Sabrina
    Edwards, Jessie K.
    CURRENT EPIDEMIOLOGY REPORTS, 2024, 11 (01) : 54 - 62
  • [2] Causal Multi-Level Fairness
    Mhasawade, Vishwali
    Chunara, Rumi
    AIES '21: PROCEEDINGS OF THE 2021 AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY, 2021, : 784 - 794
  • [3] From the group to the individual. Multi-Level Synthesis
    Pumain, Denise
    CYBERGEO-EUROPEAN JOURNAL OF GEOGRAPHY, 2005,
  • [4] Causal inference for multi-level treatments with machine-learned propensity scores
    Lin, Lin
    Zhu, Yeying
    Chen, Liang
    HEALTH SERVICES AND OUTCOMES RESEARCH METHODOLOGY, 2019, 19 (2-3) : 106 - 126
  • [5] Causal inference for multi-level treatments with machine-learned propensity scores
    Lin Lin
    Yeying Zhu
    Liang Chen
    Health Services and Outcomes Research Methodology, 2019, 19 : 106 - 126
  • [6] Tabi: An Efficient Multi-Level Inference System for Large Language Models
    Wang, Yiding
    Chen, Kai
    Tan, Haisheng
    Guo, Kun
    PROCEEDINGS OF THE EIGHTEENTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS, EUROSYS 2023, 2023, : 233 - 248
  • [7] Refactoring Multi-Level Models
    De Lara, Juan
    Guerra, Esther
    ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 2018, 27 (04)
  • [8] A multi-level synthesis of dyslexia
    Phoenix, Chris
    UNIFYING THEMES IN COMPLEX SYSTEMS IV, 2008, : 100 - 112
  • [9] Multi-Level Interpolation for Inference with Sparse Fuzzy Rules: An Extended Way of Generating Multi-Level Points
    Uehara, Kiyohiko
    Hirota, Kaoru
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2013, 17 (02) : 127 - 148
  • [10] Performance of Summary Scores for Multi-Level Drug Exposures
    Arbogast, Patrick G.
    Grijalva, Carlos G.
    Chen, Ning
    Ray, Wayne A.
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2011, 20 : S308 - S308