Measurement Error

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 I – basic theory, validation studies and simple methods of adjustment. Statistics in Medicine 2020 Jul 20;39(16):2197-2231.
March 29, 2021

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 validation samples and multiple imputation Annals of Applied Statistics 2020;14(2):1045-61.
March 29, 2021

Illenberger N, Small DS, and Shaw PA. Understanding regression to the mean in the context of synthetic controls and other matched difference in difference methods. Epidemiology 2020; 31(6):815-22.
March 29, 2021

Shaw PA, He J, and Shepherd B. Regression calibration to correct correlated errors in outcome and exposure. Statistics in Medicine, 2021; 40(2): 271-286.
March 29, 2021

Shepherd BE, Shaw PA. Errors in multiple variables in HIV cohort and electronic health record data: statistical challenges and opportunities. Statistical Communications in Infectious Disease, 2020; 12 (s1),
March 29, 2021

Han K, Lumley T, Shepherd BE, Shaw PA: Two-phase analysis and study design for survival models with error-prone exposures. Statistical Methods in Medical Research, 2020 Dec 16.
March 29, 2021

Tau R, Lotspeich SC, Shaw PA, Shepherd BE. Efficient semiparametric inference for two-phase studies with outcome and covariate measurement errors. Statistics in Medicine, 2021; 40(3):725–738.
March 29, 2021

Oh EJ, Shepherd BE, Lumley T, Shaw PA. Raking and regression calibration: Methods to address bias from correlated covariate and time-to-event error. Statistics in Medicine. 2021;40(3):631–649.
March 29, 2021

Baldoni P, Sotres-Alvarez D, Lumley TS, Shaw PA. On the use of Regression Calibration in a Complex Sampling Design with Application to the Hispanic Community Health Study/Study of Latinos. American Journal of Epidemiology, 2021; kwab008
March 29, 2021

Oh E, Shepherd BE, Lumley T, Shaw PA: Improved Generalized Raking Estimators to Address Dependent Covariate and Failure-Time Outcome Error. To appear in Biometrical Journal. Pre-print, arXiv:2006.07480 [stat.ME].
March 29, 2021