A COMPARISON OF HIGH-DIMENSIONAL PROPENSITY SCORE AND TRADITIONAL PROPENSITY SCORE MATCHING METHODS USING COMMERCIAL HEALTH CARE CLAIMS DATA

被引:0
作者
Faccone, J. [1 ]
Wang, Y. [1 ]
机构
[1] IQVIA, Plymouth, PA USA
关键词
D O I
10.1016/j.jval.2019.04.1548
中图分类号
F [经济];
学科分类号
02 ;
摘要
PNS191
引用
收藏
页码:S317 / S318
页数:2
相关论文
共 50 条
[31]   Power comparison for propensity score methods [J].
Choi, Byeong Yeob ;
Wang, Chen-Pin ;
Michalek, Joel ;
Gelfond, Jonathan .
COMPUTATIONAL STATISTICS, 2019, 34 (02) :743-761
[32]   Power comparison for propensity score methods [J].
Byeong Yeob Choi ;
Chen-Pin Wang ;
Joel Michalek ;
Jonathan Gelfond .
Computational Statistics, 2019, 34 :743-761
[33]   A comparison of 12 algorithms for matching on the propensity score [J].
Austin, Peter C. .
STATISTICS IN MEDICINE, 2014, 33 (06) :1057-1069
[34]   Comparing the high-dimensional propensity score for use with administrative data with propensity scores derived from high-quality clinical data [J].
Austin, Peter C. ;
Wu, C. Fangyun ;
Lee, Douglas S. ;
Tu, Jack, V .
STATISTICAL METHODS IN MEDICAL RESEARCH, 2020, 29 (02) :568-588
[35]   High-Dimensional Propensity Score Implementation Utilising Electronic Health Records in Hong Kong [J].
Cheung, Edmund C. L. ;
Fan, Min ;
Chui, Celine S. L. ;
Wong, Angel ;
Tazare, John R. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2024, 33 :610-610
[36]   COMPARISON OF DIFFERENT PROPENSITY SCORE MATCHING METHODS IN ELDERLY ANTIPSYCHOTIC USERS [J].
Mehta, S. ;
Chen, H. ;
Johnson, M. ;
Aparasu, R. R. .
VALUE IN HEALTH, 2010, 13 (03) :A8-A8
[37]   COMPARING PROPENSITY SCORE, PROPENSITY SCORE WITH COVARIATES AND GENETIC ALGORITHM METHODS FOR COVARIATE MATCHING IN OBSERVATIONAL STUDIES [J].
Claeys, C. ;
Bakken, D. G. ;
Wasserman, D. ;
Spilman, J. .
VALUE IN HEALTH, 2014, 17 (03) :A200-A200
[38]   Transparency of high-dimensional propensity score analyses: Guidance for diagnostics and reporting [J].
Tazare, John ;
Wyss, Richard ;
Franklin, Jessica M. ;
Smeeth, Liam ;
Evans, Stephen J. W. ;
Wang, Shirley V. ;
Schneeweiss, Sebastian ;
Douglas, Ian J. ;
Williamson, Elizabeth ;
Gagne, Joshua J. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2020, 29 :387-387
[39]   Challenges With Propensity Score Strategies in a High-Dimensional Setting and a Potential Alternative [J].
Hill, Jennifer ;
Weiss, Christopher ;
Zhai, Fuhua .
MULTIVARIATE BEHAVIORAL RESEARCH, 2011, 46 (03) :477-513
[40]   Performance of the High-dimensional Propensity Score in Adjusting for Hidden Measured Confounders [J].
Guertin, Jason R. ;
Rahme, Elham ;
LeLorier, Jacques .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2015, 24 :219-219