A Comparison of Covariate Selection Approaches for Propensity Score (PS) Derivation

被引:0
|
作者
LoCasale, Robert J. [1 ]
Girman, Cynthia J. [1 ]
Bortnichak, Edward A. [1 ]
Wilson, Kimberly A. [1 ]
Wyss, Richie [2 ]
Sturmer, Til [2 ]
机构
[1] Merck, Epidemiol, N Wales, PA USA
[2] Univ N Carolina, Chapel Hill, NC USA
关键词
D O I
暂无
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
720
引用
收藏
页码:S312 / S313
页数:2
相关论文
共 50 条
  • [21] Optimal Covariate Balancing Conditions in Propensity Score Estimation
    Fan, Jianqing
    Imai, Kosuke
    Lee, Inbeom
    Liu, Han
    Ning, Yang
    Yang, Xiaolin
    [J]. JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2022, 41 (01) : 97 - 110
  • [22] On variance estimate for covariate adjustment by propensity score analysis
    Zou, Baiming
    Zou, Fei
    Shuster, Jonathan J.
    Tighe, Patrick J.
    Koch, Gary G.
    Zhou, Haibo
    [J]. STATISTICS IN MEDICINE, 2016, 35 (20) : 3537 - 3548
  • [23] COVARIATE BALANCING PROPENSITY SCORE BY TAILORED LOSS FUNCTIONS
    Zhao, Qingyuan
    [J]. ANNALS OF STATISTICS, 2019, 47 (02): : 965 - 993
  • [24] Imputation of Missing Covariate Data Prior to Propensity Score Analysis: A Tutorial and Evaluation of the Robustness of Practical Approaches
    Leite, Walter L.
    Aydin, Burak
    Cetin-Berber, Dee D.
    [J]. EVALUATION REVIEW, 2021, 45 (1-2) : 34 - 69
  • [25] Indirect covariate balance and residual confounding: An applied comparison of propensity score matching and cardinality matching
    Fortin, Stephen P.
    Schuemie, Martijn
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2022, 31 (12) : 1242 - 1252
  • [26] COMPARING PROPENSITY SCORE, PROPENSITY SCORE WITH COVARIATES AND GENETIC ALGORITHM METHODS FOR COVARIATE MATCHING IN OBSERVATIONAL STUDIES
    Claeys, C.
    Bakken, D. G.
    Wasserman, D.
    Spilman, J.
    [J]. VALUE IN HEALTH, 2014, 17 (03) : A200 - A200
  • [28] A comparison of propensity score matching methods for reducing selection bias
    Bai, Haiyan
    [J]. INTERNATIONAL JOURNAL OF RESEARCH & METHOD IN EDUCATION, 2011, 34 (01) : 81 - 107
  • [29] Propensity Score Matching and Unmeasured Covariate Imbalance: A Simulation Study
    Ali, M. Sanni
    Groenwold, Rolf H. H.
    Belitser, Svetlana V.
    Hoes, Arno W.
    de Boer, A.
    Klungel, Olaf H.
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2014, 23 : 12 - 13
  • [30] Bias associated with using the estimated propensity score as a regression covariate
    Hade, Erinn M.
    Lu, Bo
    [J]. STATISTICS IN MEDICINE, 2014, 33 (01) : 74 - 87