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
[41]   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. ;
Gagne, Joshua J. ;
Williamson, Elizabeth J. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2022, 31 (04) :411-423
[42]   Linear high-dimensional mediation models adjusting for confounders using propensity score method [J].
Luo, Linghao ;
Yan, Yuting ;
Cui, Yidan ;
Yuan, Xin ;
Yu, Zhangsheng .
FRONTIERS IN GENETICS, 2022, 13
[43]   Letter in response to Schneeweiss and Rassen on the high-dimensional propensity score approach [J].
Toh, Sengwee ;
Garcia Rodriguez, Luis A. ;
Hernan, Miguel A. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2011, 20 (10) :1112-1112
[44]   Using Super Learner Prediction Modeling to Improve High-dimensional Propensity Score Estimation [J].
Wyss, Richard ;
Schneeweiss, Sebastian ;
van der Laan, Mark ;
Lendle, Samuel D. ;
Ju, Cheng ;
Franklin, Jessica M. .
EPIDEMIOLOGY, 2018, 29 (01) :96-106
[45]   Using Propensity Score Matching in Educational Research [J].
Fan, Xitao ;
Nowell, Dana L. .
GIFTED CHILD QUARTERLY, 2011, 55 (01) :74-79
[46]   Reducing bias using propensity score matching [J].
Charity J. Morgan .
Journal of Nuclear Cardiology, 2018, 25 :404-406
[47]   Reducing bias using propensity score matching [J].
Morgan, Charity J. .
JOURNAL OF NUCLEAR CARDIOLOGY, 2018, 25 (02) :404-406
[48]   Can We Train Machine Learning Methods to Outperform the High-dimensional Propensity Score Algorithm? [J].
Karim, Mohammad Ehsanul ;
Pang, Menglan ;
Platt, Robert W. .
EPIDEMIOLOGY, 2018, 29 (02) :191-198
[49]   Is precarious employment damaging to health? Results of propensity score matching methods using a panel data in South Korea [J].
Kim, M. H. ;
Kim, C. Y. ;
Park, J. K. ;
Kawachi, I. .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2008, 167 (11) :S87-S87
[50]   COMPARISON OF PROPENSITY SCORE MATCHING AND INSTRUMENTAL VARIABLE METHODS WHEN ESTIMATING HEALTH CARE COSTS OF RHEUMATOID ARTHRITIS PATIENTS [J].
Baser, O. ;
Xie, L. ;
Wang, L. ;
Du, J. .
VALUE IN HEALTH, 2011, 14 (03) :A136-A136