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For: Platt RW, Brookhart MA, Cole SR, Westreich D, Schisterman EF. An information criterion for marginal structural models. Stat Med 2012;32:1383-93. [PMID: 22972662 DOI: 10.1002/sim.5599] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2011] [Accepted: 08/09/2012] [Indexed: 11/06/2022]
Number Cited by Other Article(s)
1
Cheng C, Hu L, Li F. Doubly robust estimation and sensitivity analysis for marginal structural quantile models. Biometrics 2024;80:ujae045. [PMID: 38884127 DOI: 10.1093/biomtc/ujae045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 02/10/2024] [Accepted: 05/01/2024] [Indexed: 06/18/2024]
2
de Havenon A, Delic A, Stulberg E, Sheibani N, Stoddard G, Hanson H, Theilen L. Association of Preeclampsia With Incident Stroke in Later Life Among Women in the Framingham Heart Study. JAMA Netw Open 2021;4:e215077. [PMID: 33900402 PMCID: PMC8076961 DOI: 10.1001/jamanetworkopen.2021.5077] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]  Open
3
Shinozaki T, Suzuki E. Understanding Marginal Structural Models for Time-Varying Exposures: Pitfalls and Tips. J Epidemiol 2020;30:377-389. [PMID: 32684529 PMCID: PMC7429147 DOI: 10.2188/jea.je20200226] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]  Open
4
Sall A, Aubé K, Trudel X, Brisson C, Talbot D. A test for the correct specification of marginal structural models. Stat Med 2019;38:3168-3183. [PMID: 30856294 DOI: 10.1002/sim.8132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Revised: 01/15/2019] [Accepted: 02/06/2019] [Indexed: 11/06/2022]
5
Harding BN, Delaney JA, Urban RR, Weiss NS. Use of Statin Medications Following Diagnosis in Relation to Survival among Women with Ovarian Cancer. Cancer Epidemiol Biomarkers Prev 2019;28:1127-1133. [DOI: 10.1158/1055-9965.epi-18-1194] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 12/20/2018] [Accepted: 05/02/2019] [Indexed: 11/16/2022]  Open
6
Chen C, Shen B, Zhang L, Xue Y, Wang M. Empirical-likelihood-based criteria for model selection on marginal analysis of longitudinal data with dropout missingness. Biometrics 2019;75:950-965. [PMID: 31004449 DOI: 10.1111/biom.13060] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 03/18/2019] [Accepted: 03/19/2019] [Indexed: 11/28/2022]
7
Saul BC, Hudgens MG, Mallin MA. Downstream Effects of Upstream Causes. J Am Stat Assoc 2019;114:1493-1504. [PMID: 33828349 DOI: 10.1080/01621459.2019.1574226] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
8
Xu C, Li Z, Xue Y, Zhang L, Wang M. An R package for model fitting, model selection and the simulation for longitudinal data with dropout missingness. COMMUN STAT-SIMUL C 2018;48:2812-2829. [PMID: 32346220 PMCID: PMC7188076 DOI: 10.1080/03610918.2018.1468457] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Revised: 03/08/2018] [Accepted: 04/15/2018] [Indexed: 01/10/2023]
9
Young JG, Logan RW, Robins JM, Hernán MA. Inverse probability weighted estimation of risk under representative interventions in observational studies. J Am Stat Assoc 2018;114:938-947. [PMID: 31564760 PMCID: PMC6764781 DOI: 10.1080/01621459.2018.1469993] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2015] [Revised: 01/01/2018] [Indexed: 10/17/2022]
10
Liu SH, Dubé CE, Eaton CB, Driban JB, McAlindon TE, Lapane KL. Longterm Effectiveness of Intraarticular Injections on Patient-reported Symptoms in Knee Osteoarthritis. J Rheumatol 2018;45:1316-1324. [PMID: 29907665 DOI: 10.3899/jrheum.171385] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/29/2018] [Indexed: 02/06/2023]
11
Farmer RE, Kounali D, Walker AS, Savović J, Richards A, May MT, Ford D. Application of causal inference methods in the analyses of randomised controlled trials: a systematic review. Trials 2018;19:23. [PMID: 29321046 PMCID: PMC5761133 DOI: 10.1186/s13063-017-2381-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Accepted: 11/21/2017] [Indexed: 01/20/2023]  Open
12
Cole SR, Edwards JK, Westreich D, Lesko CR, Lau B, Mugavero MJ, Mathews WC, Eron JJ, Greenland S. Estimating multiple time-fixed treatment effects using a semi-Bayes semiparametric marginal structural Cox proportional hazards regression model. Biom J 2017;60:100-114. [PMID: 29076182 DOI: 10.1002/bimj.201600140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Revised: 06/30/2017] [Accepted: 06/30/2017] [Indexed: 11/10/2022]
13
Baba T, Kanemori T, Ninomiya Y. A $C_p$ criterion for semiparametric causal inference. Biometrika 2017. [DOI: 10.1093/biomet/asx054] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]  Open
14
Karim ME, Platt RW. Estimating inverse probability weights using super learner when weight-model specification is unknown in a marginal structural Cox model context. Stat Med 2017;36:2032-2047. [PMID: 28219110 DOI: 10.1002/sim.7266] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Revised: 01/31/2017] [Accepted: 02/01/2017] [Indexed: 12/21/2022]
15
Neugebauer R, Schmittdiel JA, van der Laan MJ. A Case Study of the Impact of Data-Adaptive Versus Model-Based Estimation of the Propensity Scores on Causal Inferences from Three Inverse Probability Weighting Estimators. Int J Biostat 2016;12:131-55. [PMID: 27227720 PMCID: PMC6052862 DOI: 10.1515/ijb-2015-0028] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
16
Gosho M. Model selection in the weighted generalized estimating equations for longitudinal data with dropout. Biom J 2015;58:570-87. [DOI: 10.1002/bimj.201400045] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Revised: 02/23/2015] [Accepted: 08/10/2015] [Indexed: 11/10/2022]
17
Yang S, Lu J, Eaton CB, Harpe S, Lapane KL. The Choice of Analytical Strategies in Inverse-Probability-of-Treatment-Weighted Analysis: A Simulation Study. Am J Epidemiol 2015;182:520-7. [PMID: 26316599 DOI: 10.1093/aje/kwv098] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2014] [Accepted: 04/06/2015] [Indexed: 12/26/2022]  Open
18
Lapane KL, Yang S, Driban JB, Liu SH, Dubé CE, McAlindon TE, Eaton CB. Effects of prescription nonsteroidal antiinflammatory drugs on symptoms and disease progression among patients with knee osteoarthritis. Arthritis Rheumatol 2015;67:724-32. [PMID: 25369996 DOI: 10.1002/art.38933] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Accepted: 10/23/2014] [Indexed: 12/16/2022]
19
Yang S, Eaton CB, McAlindon TE, Lapane KL. Effects of glucosamine and chondroitin supplementation on knee osteoarthritis: an analysis with marginal structural models. Arthritis Rheumatol 2015;67:714-23. [PMID: 25369761 DOI: 10.1002/art.38932] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Accepted: 10/23/2014] [Indexed: 11/11/2022]
20
Zhu Y, Coffman DL, Ghosh D. A Boosting Algorithm for Estimating Generalized Propensity Scores with Continuous Treatments. JOURNAL OF CAUSAL INFERENCE 2015;3:25-40. [PMID: 26877909 PMCID: PMC4749263 DOI: 10.1515/jci-2014-0022] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
21
Talbot D, Atherton J, Rossi AM, Bacon SL, Lefebvre G. A cautionary note concerning the use of stabilized weights in marginal structural models. Stat Med 2015;34:812-23. [PMID: 25410264 DOI: 10.1002/sim.6378] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2014] [Revised: 10/31/2014] [Accepted: 11/06/2014] [Indexed: 11/07/2022]
22
Xiao Y, Abrahamowicz M, Moodie EEM, Weber R, Young J. Flexible Marginal Structural Models for Estimating the Cumulative Effect of a Time-Dependent Treatment on the Hazard: Reassessing the Cardiovascular Risks of Didanosine Treatment in the Swiss HIV Cohort Study. J Am Stat Assoc 2014. [DOI: 10.1080/01621459.2013.872650] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
23
Neugebauer R, Schmittdiel JA, van der Laan MJ. Targeted learning in real-world comparative effectiveness research with time-varying interventions. Stat Med 2014;33:2480-520. [PMID: 24535915 DOI: 10.1002/sim.6099] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2013] [Revised: 11/20/2013] [Accepted: 01/05/2014] [Indexed: 01/01/2023]
24
Yang S, Eaton CB, Lu J, Lapane KL. Application of marginal structural models in pharmacoepidemiologic studies: a systematic review. Pharmacoepidemiol Drug Saf 2014;23:560-71. [PMID: 24458364 DOI: 10.1002/pds.3569] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Revised: 12/08/2013] [Accepted: 12/17/2013] [Indexed: 11/11/2022]
25
Martin W. Making valid causal inferences from observational data. Prev Vet Med 2013;113:281-97. [PMID: 24113257 DOI: 10.1016/j.prevetmed.2013.09.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2013] [Revised: 08/29/2013] [Accepted: 09/13/2013] [Indexed: 11/26/2022]
26
Taguri M, Matsuyama Y. Comments on 'An information criterion for marginal structural models' by R. W. Platt, M. A. Brookhart, S. R. Cole, D. Westreich, and E. F. Schisterman. Stat Med 2013;32:3590-1. [PMID: 23943549 DOI: 10.1002/sim.5810] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2012] [Accepted: 03/04/2013] [Indexed: 11/06/2022]
27
Platt RW, Brookhart MA, Cole SR, Westreich D, Schisterman EF. Reply to Taguri and Matsuyama. Stat Med 2013;32:3592-3. [DOI: 10.1002/sim.5805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2013] [Accepted: 03/04/2013] [Indexed: 11/08/2022]
28
Ahrens KA, Schisterman EF. A time and place for causal inference methods in perinatal and paediatric epidemiology. Paediatr Perinat Epidemiol 2013;27:258-62. [PMID: 23574413 PMCID: PMC3670602 DOI: 10.1111/ppe.12048] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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