Abstract
Over the last decade, J. M. Robins has developed a set of tools for assessing, from observational data, the causal effects of a time-dependent treatment or exposure in the presence of time-dependent covariates that may be simultaneously confounders and intermediate variables. This report concerns a case study of the application of one these techniques, G-estimation using structural nested failure time models, to the problem of assessing the effect of graft versus host disease on leukemia relapse after bone marrow transplantation.
References
Jul 1, 1992·Epidemiology·J M RobinsM Wulfsohn
Apr 1, 1980·The Journal of Allergy and Clinical Immunology·S R Hirsch, J H Kalbfleisch
Dec 30, 1993·Statistics in Medicine·J P KleinE A Copelan
Apr 30, 1993·Statistics in Medicine·M S Pepe, M Mori
Citations
Sep 4, 1999·Statistics in Medicine·N Keiding
Jun 15, 2001·Statistics in Medicine·N KeidingM M Horowitz
Oct 13, 2009·Lifetime Data Analysis·Maarten BekaertKarl Mertens
Apr 12, 2003·Controlled Clinical Trials·Hongyu JiangJason P Fine
May 27, 2008·Biostatistics·Stijn VansteelandtEls Goetghebeur
Dec 17, 2004·Epidemiologic Perspectives & Innovations : EP+I·P Morfeld
Feb 4, 2014·Epidemiology·Ashley I NaimiDavid B Richardson
Aug 21, 2014·Epidemiology·Alexander P KeilStephen R Cole
Jan 22, 2005·Pharmacoepidemiology and Drug Safety·Miguel A HernánJames M Robins
Dec 8, 2004·Statistics in Medicine·Sandrine KatsahianSylvie Chevret
Oct 9, 2007·Statistics in Medicine·Yukari TanakaUNKNOWN MEGA Study Group
Jun 21, 2012·Statistics in Medicine·Lisa V Hampson, Chris Metcalfe
Nov 26, 2013·Statistics in Medicine·Erica E M MoodieMarina B Klein
Oct 17, 2013·Biometrics·David M VockScott M Palmer
Apr 4, 2015·American Journal of Epidemiology·Alexander P KeilMelissa A Troester
May 19, 2016·Biometrics·Qi Gong, Douglas E Schaubel
Jul 26, 2017·Biometrics·Karl Mertens, Stijn Vansteelandt
Nov 21, 2017·American Journal of Epidemiology·Maryam ShakibaJay S Kaufman
Jan 25, 2019·Obesity·Maryam ShakibaJay S Kaufman
Aug 2, 2017·Annals of Statistics·Judith J Lok
Dec 8, 2020·Annals of the American Thoracic Society·Johan SteenJohan Decruyenaere