Effects of correlated covariates on the asymptotic efficiency of matching and inverse probability weighting estimators for causal inference

被引：0
|
作者：
Pingel, Ronnie [1 ]
Waernbaum, Ingeborg [2 ,3 ]
机构：
[1] Uppsala Univ, Dept Stat, Uppsala, Sweden
[2] Umea Univ, Dept Stat, S-90187 Umea, Sweden
[3] Inst Evaluat Labour Market & Educ Policy, Uppsala, Sweden
来源：
STATISTICS | 2015年 / 49卷 / 04期
关键词：
PROPENSITY SCORE; SPECIFICATION; ROBUSTNESS;
D O I：
暂无
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
引用
收藏
页码：795 / 814
页数：20
相关论文
共 50 条
  • [41] Inverse probability weighting in nested case-control studies with additional matching-a simulation study
    Stoer, Nathalie C.
    Samuelsen, Sven Ove
    STATISTICS IN MEDICINE, 2013, 32 (30) : 5328 - 5339
  • [42] Inverse probability weighted estimators of vaccine effects accommodating partial interference and censoring
    Chakladar, Sujatro
    Rosin, Samuel
    Hudgens, Michael G.
    Halloran, M. Elizabeth
    Clemens, John D.
    Ali, Mohammad
    Emch, Michael E.
    BIOMETRICS, 2022, 78 (02) : 777 - 788
  • [43] Inverse probability weighting to estimate causal effect of a singular phase in a multiphase randomized clinical trial for multiple myeloma
    Pezzi, Annalisa
    Cavo, Michele
    Biggeri, Annibale
    Zamagni, Elena
    Nanni, Oriana
    BMC MEDICAL RESEARCH METHODOLOGY, 2016, 16 : 1 - 10
  • [44] Impact of Outcome Model Misspecification on Regression and Doubly-Robust Inverse Probability Weighting to Estimate Causal Effect
    Lefebvre, Genevieve
    Gustafson, Paul
    INTERNATIONAL JOURNAL OF BIOSTATISTICS, 2010, 6 (02):
  • [45] Inverse probability weighting to estimate causal effect of a singular phase in a multiphase randomized clinical trial for multiple myeloma
    Annalisa Pezzi
    Michele Cavo
    Annibale Biggeri
    Elena Zamagni
    Oriana Nanni
    BMC Medical Research Methodology, 16
  • [46] Asymptotic inference of causal effects with observational studies trimmed by the estimated propensity scores
    Yang, S.
    Ding, P.
    BIOMETRIKA, 2018, 105 (02) : 487 - 493
  • [47] The impact of school exclusion in childhood on health and well-being outcomes in adulthood: Estimating causal effects using inverse probability of treatment weighting
    Obsuth, Ingrid
    Madia, Joan E.
    Murray, Aja L.
    Thompson, Ian
    Daniels, Harry
    BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY, 2024, 94 (02) : 460 - 473
  • [48] Correlation and efficiency of propensity score-based estimators for average causal effects
    Pingel, Ronnie
    Waernbaum, Ingeborg
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2017, 46 (05) : 3458 - 3478
  • [49] Effects of short birth interval on different forms of child mortality in Bangladesh: Application of propensity score matching technique with inverse probability of treatment weighting
    Islam, Mohammad Zahidul
    Rahman, Md. Mostafizur
    Khan, Md. Nuruzzaman
    PLOS ONE, 2023, 18 (04):
  • [50] Causal inference between aggressive extrathyroidal extension and survival in papillary thyroid cancer: a propensity score matching and weighting analysis
    Xu, Ming
    Xi, Zihan
    Zhao, Qiuyang
    Yang, Wen
    Tan, Jie
    Yi, Pengfei
    Zhou, Jun
    Huang, Tao
    FRONTIERS IN ENDOCRINOLOGY, 2023, 14
12345