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Lee KJ, Tilling K, Cornish RP, Little RJ, Bell ML, Goetghebeur E, Hogan JW, Carpenter JR for the STRATOS initiative (2021): Framework for the Treatment And Reporting of Missing data in Obeservational Studies: The TARMOS framework. DOI: https://doi.org/10.1016/j.jclinepi.2021.01.008.
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Bach P, Wallisch C, Klein N, Hafermann L, Sauerbrei W, Steyerberg EW, Heinze G, Rauch G, for topic group 2 of the STRATOS initiative (2020): Systematic review of education and practical guidance on regression modeling for medical researchers who lack a strong statistical background: Study protocol. Plos One. https://doi.org/10.1371/journal.pone.0241427
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Goetghebeur E, le Cessie S, De Stavola B, Moodie EE, Waernbaum I, "on behalf of" the topic group Casual Inference (TG7) of the STRATOS initiative (2020): Formulating casual questions and principled statistical answers. Statistics in Medicine. DOI:10.1002/sim.8741 Lay Abstract
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Boulesteix AL, Groenwold RHH, Abrahamovicz M, Binder H, Briel M, Hornung R, Morris TP, Rahnenführer J, Sauerbrei W for the STRATOS Simulation Panel (2020): Introduction to statistical simulations in health research. DOI:10.1136/bmjopen-2020-039921
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Andersen PK, Perme MP, van Houwelingen HC, Cook RJ, Joly P, Martinussen T, Taylor JMG, Abrahamowicz M, Therneau TM for the STRATOS TG8 topic group (2020): Analysis of time-to-event for observational studies: Guidance to the use of intensity models. Statistics in Medicine. DOI:10.1002/sim.8757 Lay Abstract
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Keogh RH, Shaw PA, Gustafson P, Carroll RJ, Deffner V, Dodd KW, Küchenhoff H, Tooze JA, Wallace M, Kipnis V, Freedman L (2020): STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 1 - Basic theory and simple methods of adjustment. Statistics in Medicine. https://doi.org/10.1002/sim.8532
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Shaw PA, Gustafson P, Carroll RJ, Deffner V, Dodd KW, Keogh RH, Kipnis V, Tooze JA, Wallace M, Küchenhoff H, Freedman L (2020): STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 2 - More complex methods of adjustment and advanced topics. Statistics in Medicine. https://doi.org/10.1002/sim.8531
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Sauerbrei W, Perperoglou A, Schmid M, Abrahamowicz M, Becher H, Binder H, Dunkler D, Harrell Jr. FE, Royston P, Heinze G for TG2 of the STRATOS initiative (2020). State of the art in selection of variables and functional forms in multivariable analysis - outstanding issues. Diagnostic and Prognostic Research, 4:3, 1-18.
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Huebner M, Vach W, le Cessie S, Schmidt CO, Lusa L on behalf of the Topic Group 'Initial Data Analysis' of the STRATOS Initiative (2020): Hidden analyses: a review of reporting practice and recommendations for more transparent reporting of initial data analyses. BMC Medical Research Methodology, 20(1), 1-10.
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Wallace M on behalf of the measurement error topic group of the STRATOS Initiative (2020): Analysis in an imperfect world. Significance, 17: 14-19.
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Van Calster B, McLernon DJ, van Smeden M, Wynants L, Steyerberg EW on behalf of the Topic Group ‘Evaluating diagnostic tests and prediction models’ of the STRATOS initiative (2019): Calibration: the Achilles heel of predictive analytics. BMC Medicine, 17:230, 1-7.
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Gail MH, Altman DG, Cadarette SM, Collins G, Evans SJ, Sekula P, Williamson E, Woodward M (2019): Design choices for observational studies of the effect of exposure on disease incidence. BMJ open, 9:e031031
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Wynants L, van Smeden M, McLernon DJ, Timmerman D, Steyerberg EW, Van Calster B on behalf of the Topic Group ‘Evaluating diagnostic tests and prediction models’ of the STRATOS initiative (2019): Three myths about risk thresholds for prediction models. BMC Medicine, 17:192, 1-7.
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Perperoglou A, Sauerbrei W, Abrahamowicz M, Schmid M on behalf of TG2 of the STRATOS initiative (2019): A review of spline function procedures in R. BMC Medical Research Methodology (19:46). DOI: 10.1186/s12874-019-0666-3
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Shaw PA, Deffner V, Keogh R, Tooze JA, Dodd KW, Küchenhoff H, Kipnis V, Freedman LS on behalf of Measurement Error and Misclassification Topic Group (TG4) of the STRATOS Initiative (2018): Epidemiologic analyses with error-prone exposures: review of current practice and recommendations. Annals of epidemiology 28 (11): 821–828. DOI: 10.1016/j.annepidem.2018.09.001
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Huebner M, le Cessie S, Schmidt C, Vach W on behalf of the Topic Group “Initial Data Analysis” of the STRATOS Initiative (2018): A Contemporary Conceptual Framework for Initial Data Analysis. Observational Studies 4 (2018):171-192.
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Boulesteix AL, Binder H, Abrahamowicz M, Sauerbrei W for the Simulation Panel of the STRATOS Initiative (2018): On the necessity and design of studies comparing statistical methods. DOI: 10.1002/bimj.201700129
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Sauerbrei W, Collins GS, Huebner M, Walter SD, Cadarette SM, Abrahamowicz M on behalf of the STRATOS initiative (2017): Guidance for designing and analysing observational studies: The STRengthening Analytical Thinking for Observational Studies (STRATOS) initiative. Medical Writing; 26(3):17-21.
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Van Calster B, Steyerberg EW, Bourne T, Timmerman D, Collins GS on behalf of the TG6 of the STRATOS initiative (2016): Flawed external validation study of the ADNEX model to diagnose ovarian cancer. Gynecologic Onocology Reports 18 (2016): 49-50.
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Sauerbrei W, Abrahamowicz M, le Cessie S for the STRATOS initiative (2016): The STRATOS initiative - Motivation, Mission, Structure and Main Aims, ISCB News 62: 6-7.
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Sauerbrei W, Abrahamowicz M, Altman DG, le Cessie S and Carpenter J on behalf of STRATOS initiative (2014): STRengthening Analytical Thinking for Observational Studies: The STRATOS initiative. Statistics in Medicine, 33: 5413-5432.
