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For: Oh EJ, Shepherd BE, Lumley T, Shaw PA. Considerations for analysis of time-to-event outcomes measured with error: Bias and correction with SIMEX. Stat Med 2018;37:1276-1289. [PMID: 29193180 PMCID: PMC5810403 DOI: 10.1002/sim.7554] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Revised: 08/10/2017] [Accepted: 10/06/2017] [Indexed: 11/09/2022]
Number Cited by Other Article(s)
1
Shih JH, Albert PS, Fine J, Liu D. An imputation approach for a time-to-event analysis subject to missing outcomes due to noncoverage in disease registries. Biostatistics 2023;25:117-133. [PMID: 36534828 PMCID: PMC10939403 DOI: 10.1093/biostatistics/kxac049] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 11/29/2022] [Accepted: 12/04/2022] [Indexed: 12/17/2023]  Open
2
Hou J, Chan SF, Wang X, Cai T. Risk prediction with imperfect survival outcome information from electronic health records. Biometrics 2023;79:190-202. [PMID: 34747010 PMCID: PMC9741856 DOI: 10.1111/biom.13599] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 10/28/2021] [Accepted: 10/29/2021] [Indexed: 12/14/2022]
3
Valeri L. Invited Perspective: A Multivariate Disease Process Perspective for Environmental Epidemiology. ENVIRONMENTAL HEALTH PERSPECTIVES 2023;131:11302. [PMID: 36696107 PMCID: PMC9875848 DOI: 10.1289/ehp12509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 12/19/2022] [Indexed: 06/17/2023]
4
Abrahamowicz M, Beauchamp ME, Moura CS, Bernatsky S, Ferreira Guerra S, Danieli C. Adapting SIMEX to correct for bias due to interval-censored outcomes in survival analysis with time-varying exposure. Biom J 2022;64:1467-1485. [PMID: 36065586 DOI: 10.1002/bimj.202100013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 05/16/2022] [Accepted: 05/28/2022] [Indexed: 12/14/2022]
5
Cloodt E, Lindgren A, Lauge-Pedersen H, Rodby-Bousquet E. Sequence of flexion contracture development in the lower limb: a longitudinal analysis of 1,071 children with cerebral palsy. BMC Musculoskelet Disord 2022;23:629. [PMID: 35780097 PMCID: PMC9250270 DOI: 10.1186/s12891-022-05548-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 06/14/2022] [Indexed: 11/10/2022]  Open
6
Sevilimedu V, Yu L. Simulation extrapolation method for measurement error: A review. Stat Methods Med Res 2022;31:1617-1636. [PMID: 35607297 PMCID: PMC10062410 DOI: 10.1177/09622802221102619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
7
Irlmeier R, Hughey JJ, Bastarache L, Denny JC, Chen Q. Cox regression is robust to inaccurate EHR-extracted event time: an application to EHR-based GWAS. Bioinformatics 2022;38:2297-2306. [PMID: 35157022 PMCID: PMC10060718 DOI: 10.1093/bioinformatics/btac086] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 12/14/2021] [Accepted: 02/09/2022] [Indexed: 02/03/2023]  Open
8
Cao Z, Wong MY. Approximate profile likelihood estimation for Cox regression with covariate measurement error. Stat Med 2022;41:910-931. [PMID: 35067954 DOI: 10.1002/sim.9324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 09/24/2021] [Accepted: 12/21/2021] [Indexed: 11/09/2022]
9
Innes GK, Bhondoekhan F, Lau B, Gross AL, Ng DK, Abraham AG. The Measurement Error Elephant in the Room: Challenges and Solutions to Measurement Error in Epidemiology. Epidemiol Rev 2022;43:94-105. [PMID: 34664648 PMCID: PMC9005058 DOI: 10.1093/epirev/mxab011] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 09/30/2021] [Accepted: 10/06/2021] [Indexed: 11/12/2022]  Open
10
Manderson AA, Goudie RJB. Combining chains of Bayesian models with Markov melding. BAYESIAN ANALYSIS 2022;18:807-840. [PMID: 37587923 PMCID: PMC7614958 DOI: 10.1214/22-ba1327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/18/2023]
11
Oh EJ, Shepherd BE, Lumley T, Shaw PA. Improved generalized raking estimators to address dependent covariate and failure-time outcome error. Biom J 2021;63:1006-1027. [PMID: 33709462 PMCID: PMC8211389 DOI: 10.1002/bimj.202000187] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 10/05/2020] [Accepted: 01/05/2021] [Indexed: 11/12/2022]
12
Mocanu A, Noja GG, Istodor AV, Moise G, Leretter M, Rusu LC, Marza AM, Mederle AO. Individual Characteristics as Prognostic Factors of the Evolution of Hospitalized COVID-19 Romanian Patients: A Comparative Observational Study between the First and Second Waves Based on Gaussian Graphical Models and Structural Equation Modeling. J Clin Med 2021;10:1958. [PMID: 34063243 PMCID: PMC8124435 DOI: 10.3390/jcm10091958] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 04/29/2021] [Accepted: 04/29/2021] [Indexed: 02/07/2023]  Open
13
Cloodt E, Wagner P, Lauge-Pedersen H, Rodby-Bousquet E. Knee and foot contracture occur earliest in children with cerebral palsy: a longitudinal analysis of 2,693 children. Acta Orthop 2021;92:222-227. [PMID: 33228441 PMCID: PMC8158222 DOI: 10.1080/17453674.2020.1848154] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]  Open
14
Oh EJ, Shepherd BE, Lumley T, Shaw PA. Raking and regression calibration: Methods to address bias from correlated covariate and time-to-event error. Stat Med 2021;40:631-649. [PMID: 33140432 PMCID: PMC7874496 DOI: 10.1002/sim.8793] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 08/05/2020] [Accepted: 10/11/2020] [Indexed: 11/11/2022]
15
Giganti MJ, Shepherd BE. Multiple-Imputation Variance Estimation in Studies With Missing or Misclassified Inclusion Criteria. Am J Epidemiol 2020;189:1628-1632. [PMID: 32685964 PMCID: PMC7705600 DOI: 10.1093/aje/kwaa153] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 07/13/2020] [Accepted: 07/14/2020] [Indexed: 11/15/2022]  Open
16
Parast L, Garcia TP, Prentice RL, Carroll RJ. Robust methods to correct for measurement error when evaluating a surrogate marker. Biometrics 2020;78:9-23. [PMID: 33021738 DOI: 10.1111/biom.13386] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 09/16/2020] [Accepted: 09/30/2020] [Indexed: 11/27/2022]
17
Shepherd BE, Shaw PA. Errors in multiple variables in human immunodeficiency virus (HIV) cohort and electronic health record data: statistical challenges and opportunities. STATISTICAL COMMUNICATIONS IN INFECTIOUS DISEASES 2020;12:20190015. [PMID: 35880997 PMCID: PMC9204761 DOI: 10.1515/scid-2019-0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 08/21/2020] [Indexed: 06/15/2023]
18
Keogh RH, Shaw PA, Gustafson P, Carroll RJ, Deffner V, Dodd KW, Küchenhoff H, Tooze JA, Wallace MP, Kipnis V, Freedman LS. STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 1-Basic theory and simple methods of adjustment. Stat Med 2020;39:2197-2231. [PMID: 32246539 PMCID: PMC7450672 DOI: 10.1002/sim.8532] [Citation(s) in RCA: 79] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Revised: 02/25/2020] [Accepted: 02/28/2020] [Indexed: 11/11/2022]
19
Giganti MJ, Shaw PA, Chen G, Bebawy SS, Turner MM, Sterling TR, Shepherd BE. ACCOUNTING FOR DEPENDENT ERRORS IN PREDICTORS AND TIME-TO-EVENT OUTCOMES USING ELECTRONIC HEALTH RECORDS, VALIDATION SAMPLES, AND MULTIPLE IMPUTATION. Ann Appl Stat 2020;14:1045-1061. [PMID: 32999698 PMCID: PMC7523695 DOI: 10.1214/20-aoas1343] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
20
Shortreed SM, Cook AJ, Coley RY, Bobb JF, Nelson JC. Challenges and Opportunities for Using Big Health Care Data to Advance Medical Science and Public Health. Am J Epidemiol 2019;188:851-861. [PMID: 30877288 DOI: 10.1093/aje/kwy292] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 12/20/2018] [Indexed: 12/14/2022]  Open
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