Roger Logan

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All published works

Action	Title	Year	Authors
+ PDF Chat	Combining high quality data with rigorous methods: emulation of a target trial using electronic health records and a nested case-control design	2023	Bahareh Rasouli Jessica Chubak James S. Floyd Bruce M. Psaty Matthew Nguyen Rod Walker Kerri L. Wiggins Roger Logan Goodarz Danaei
+	Evaluating Model Specification When Using the Parametric G-Formula in the Presence of Censoring	2023	Yu‐Han Chiu Lan Wen Sean McGrath Roger Logan Issa J Dahabreh Miguel A. Hernán
+	Predicting counterfactual risks under hypothetical treatment strategies: an application to HIV	2022	Barbra A. Dickerman Issa J Dahabreh Krystal Cantos Roger Logan Sara Lodi Christopher T. Rentsch Amy C. Justice Miguel A. Hernán
+	Developing New Methods for Comparing Treatments in Case-Control Studies	2021	Goodarz Danaei Bahareh Rasouli Jessica Chubak James S. Floyd Bruce M. Psaty Matthew Nguyen Rod Walker Kerri L. Wiggins Roger Logan Barbra A. Dickerman
+ PDF Chat	gfoRmula: An R Package for Estimating the Effects of Sustained Treatment Strategies via the Parametric g-formula	2020	Sean McGrath Victoria Lin Zilu Zhang Lucia C. Petito Roger Logan Miguel A. Hernán Jessica G. Young
+	Avoidable flaws in observational analyses: an application to statins and cancer	2019	Barbra A. Dickerman Xabier García‐Albéniz Roger Logan Spiros Denaxas Miguel A. Hernán
+	gfoRmula: Parametric G-Formula	2019	Victoria Lin Sean McGrath Zilu Zhang Roger Logan Lucia C. Petito Jing Li Jessica G. Young Miguel A. Hernán
+	gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula	2019	Victoria Lin Sean McGrath Zilu Zhang Lucia C. Petito Roger Logan Miguel A. Hernán Jessica G. Young
+ PDF Chat	Effect Estimates in Randomized Trials and Observational Studies: Comparing Apples With Apples	2019	Sara Lodi Andrew Phillips Jens Lundgren Roger Logan Shweta Sharma Stephen R. Cole Abdel Babiker Matthew Law Haitao Chu Dana Byrne
+ PDF Chat	Emulating a trial of joint dynamic strategies: An application to monitoring and treatment of HIV‐positive individuals	2019	Ellen C. Caniglia James M. Robins Lauren E. Cain Caroline Sabin Roger Logan Sophie Abgrall Michael J. Mugavero Sonia Hernández–Dı́az Laurence Meyer Rémonie Seng
+ PDF Chat	Inverse Probability Weighted Estimation of Risk Under Representative Interventions in Observational Studies	2018	Jessica G. Young Roger Logan James M. Robins Miguel A. Hernán
+ PDF Chat	Electronic medical records can be used to emulate target trials of sustained treatment strategies	2017	Goodarz Danaei Luis A. Garcı́a Rodrı́guez Oscar Fernández Cantero Roger Logan Miguel A. Hernán
+ PDF Chat	Mediation analysis for a survival outcome with time‐varying exposures, mediators, and confounders	2017	Sheng‐Hsuan Lin Jessica G. Young Roger Logan Tyler J. VanderWeele
+ PDF Chat	Parametric Mediational g-Formula Approach to Mediation Analysis with Time-varying Exposures, Mediators, and Confounders	2016	Sheng‐Hsuan Lin Jessica G. Young Roger Logan Eric J. Tchetgen Tchetgen Tyler J. VanderWeele
+ PDF Chat	Using observational data to emulate a randomized trial of dynamic treatment switching strategies	2016	Lauren E. Cain Michael S Saag Maya Petersen Margaret May Suzanne M Ingle Roger Logan James M. Robins Sophie Abgrall Bryan E. Shepherd Steven G. Deeks
+ PDF Chat	Immediate versus deferred initiation of androgen deprivation therapy in prostate cancer patients with PSA-only relapse. An observational follow-up study	2015	Xabier García‐Albéniz June M. Chan Alan Paciorek Roger Logan Stacey A. Kenfield Matthew R. Cooperberg Peter R. Carroll Miguel A. Hernán
+ PDF Chat	Ensemble learning of inverse probability weights for marginal structural modeling in large observational datasets	2014	Susan Gruber Roger Logan Inmaculada Jarrín Susana Monge Miguel A. Hernán
+ PDF Chat	Observational data for comparative effectiveness research: An emulation of randomised trials of statins and primary prevention of coronary heart disease	2011	Goodarz Danaei Luis A. Garcı́a Rodrı́guez Oscar Fernández Cantero Roger Logan Miguel A. Hernán
+ PDF Chat	Regression Calibration with Heteroscedastic Error Variance	2011	Donna Spiegelman Roger Logan Douglas I. Grove
+	Estimating Absolute Risks in the Presence of Nonadherence	2010	Sengwee Toh Sonia Hernández–Dı́az Roger Logan James M. Robins Miguel A. Hernán
+	When to Start Treatment? A Systematic Approach to the Comparison of Dynamic Regimes Using Observational Data	2010	Lauren E. Cain James M. Robins Émilie Lanoy Roger Logan Dominique Costagliola Miguel A. Hernán
+	Estimation and Inference for Logistic Regression with Covariate Misclassification and Measurement Error in Main Study/Validation Study Designs	2000	Donna Spiegelman Bernard Rosner Roger Logan
+	Estimation and Inference for Logistic Regression with Covariate Misclassification and Measurement Error in Main Study/Validation Study Designs	2000	Donna Spiegelman Bernard Rosner Roger Logan

Common Coauthors

Coauthor	Papers Together
Miguel A. Hernán	17
Jessica G. Young	6
James M. Robins	5
Dominique Costagliola	4
Sean McGrath	4
Amy C. Justice	4
Goodarz Danaei	4
Inmaculada Jarrín	4
Lucia C. Petito	3
Lauren E. Cain	3
Caroline Sabin	3
Sophie Abgrall	3
Zilu Zhang	3
Giota Touloumi	3
Donna Spiegelman	3
Peter Reiss	3
Heiner C. Bucher	3
Victoria Lin	3
Barbra A. Dickerman	3
Laurence Meyer	3
Bruce M. Psaty	2
Bernard Rosner	2
Santiago Pérez‐Hoyos	2
Sonia Hernández–Dı́az	2
Joseph J. Eron	2
Oscar Fernández Cantero	2
Xabier García‐Albéniz	2
Rod Walker	2
Richard D. Moore	2
Kerri L. Wiggins	2
Issa J Dahabreh	2
Jonathan A C Sterne	2
Antônio Guilherme Pacheco	2
Matthias Egger	2
Michael J. Mugavero	2
Steven G. Deeks	2
James S. Floyd	2
Luis A. Garcı́a Rodrı́guez	2
Sophie José	2
Jessica Chubak	2
M. John Gill	2
Sonia Napravnik	2
Bahareh Rasouli	2
Kholoud Porter	2
Matthew Nguyen	2
Sara Lodi	2
Tyler J. VanderWeele	2
Ard van Sighem	2
Sheng‐Hsuan Lin	2
Rémonie Seng	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect	1986	James M. Robins	10
+ PDF Chat	Intervening on risk factors for coronary heart disease: an application of the parametric g-formula	2009	Sarah Taubman James M. Robins Murray A. Mittleman Miguel A. Hernán	8
+	Comparative Effectiveness of Dynamic Treatment Regimes: An Application of the Parametric G-Formula	2011	Jessica G. Young Lauren E. Cain James M. Robins Éilis J. O’Reilly Miguel A. Hernán	8
+	Comparison of Dynamic Treatment Regimes via Inverse Probability Weighting	2006	Miguel A. Hernán Émilie Lanoy Dominique Costagliola James M. Robins	7
+	Marginal Structural Models to Estimate the Causal Effect of Zidovudine on the Survival of HIV-Positive Men	2000	Miguel A. Hernán Babette Brumback James M. Robins	6
+	Constructing Inverse Probability Weights for Marginal Structural Models	2008	Stephen R. Cole Miguel A. Hernán	6
+	Estimation of the causal effects of time-varying exposures	2008	James M. Robins Miguel A. Hernán	6
+	A Structural Approach to Selection Bias	2004	Miguel A. Hernán Sonia Hernández–Dı́az James M. Robins	6
+ PDF Chat	Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available: Table 1.	2016	Miguel A. Hernán James M. Robins	6
+	When to Start Treatment? A Systematic Approach to the Comparison of Dynamic Regimes Using Observational Data	2010	Lauren E. Cain James M. Robins Émilie Lanoy Roger Logan Dominique Costagliola Miguel A. Hernán	5
+	Marginal Structural Models and Causal Inference in Epidemiology	2000	James M. Robins Miguel A. Hernán Babette Brumback	5
+	The Hazards of Hazard Ratios	2009	Miguel A. Hernán	4
+	Per-Protocol Analyses of Pragmatic Trials	2017	Miguel A. Hernán James M. Robins	4
+	Estimation and extrapolation of optimal treatment and testing strategies	2008	James M. Robins Liliana Orellana Andrea Rotnitzky	4
+	Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part I: Main Content	2010	Liliana Orellana Andrea Rotnitzky James M. Robins	4
+	On the Treatment of Grouped Observations in Life Studies	1977	W. A. Thompson	4
+	Estimating causal effects from epidemiological data	2006	Miguel A. Hernán	3
+	Estimation of effects of sequential treatments by reparameterizing directed acyclic graphs	1997	James M. Robins Larry Wasserman	3
+	Doubly Robust Estimation in Missing Data and Causal Inference Models	2005	Heejung Bang James M. Robins	3
+ PDF Chat	Identification, Estimation and Approximation of Risk under Interventions that Depend on the Natural Value of Treatment Using Observational Data	2014	Jessica G. Young Miguel A. Hernán James M. Robins	3
+ PDF Chat	Population Intervention Causal Effects Based on Stochastic Interventions	2011	Iván Díaz Muñoz Mark van der Laan	3
+	Concerning the Consistency Assumption in Causal Inference	2009	Tyler J. VanderWeele	3
+ PDF Chat	Specifying a target trial prevents immortal time bias and other self-inflicted injuries in observational analyses	2016	Miguel A. Hernán Brian C. Sauer Sonia Hernández–Dı́az Robert W. Platt Ian Shrier	3
+ PDF Chat	Estimation of the effect of interventions that modify the received treatment	2013	Sebastien Haneuse Andrea Rotnitzky	3
+ PDF Chat	Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part II: Proofs of Results	2010	Liliana Orellana Andrea Rotnitzky James M. Robins	3
+ PDF Chat	Beyond the intention-to-treat in comparative effectiveness research	2011	Miguel A. Hernán Sonia Hernández–Dı́az	2
+	Marginal Structural Models versus Structural nested Models as Tools for Causal inference	2000	James M. Robins	2
+	Odds Ratios for Mediation Analysis for a Dichotomous Outcome	2010	Tyler J. VanderWeele Stijn Vansteelandt	2
+	Semiparametric theory for causal mediation analysis: Efficiency bounds, multiple robustness and sensitivity analysis	2012	Eric J. Tchetgen Tchetgen Ilya Shpitser	2
+	Modern Applied Statistics with S	2002	W. N. Venables B. D. Ripley	2
+	Identifiability and Exchangeability for Direct and Indirect Effects	1992	James M. Robins Sander Greenland	2
+ PDF Chat	Marginal Mean Models for Dynamic Regimes	2001	Susan A. Murphy Mark J. van der Laan James M. Robins	2
+ PDF Chat	Invited Commentary: Effect Modification by Time-varying Covariates	2007	James M. Robins Miguel A. Hernán Andrea Rotnitzky	2
+ PDF Chat	Causal inference in statistics: An overview	2009	Judea Pearl	2
+ PDF Chat	Observational data for comparative effectiveness research: An emulation of randomised trials of statins and primary prevention of coronary heart disease	2011	Goodarz Danaei Luis A. Garcı́a Rodrı́guez Oscar Fernández Cantero Roger Logan Miguel A. Hernán	2
+ PDF Chat	Observation plans in longitudinal studies with time-varying treatments	2008	Miguel A. Hernán Mara McAdams‐DeMarco Nuala McGrath Émilie Lanoy Dominique Costagliola	2
+ PDF Chat	History-Adjusted Marginal Structural Models and Statically-Optimal Dynamic Treatment Regimens	2005	Mark J. van der Laan Maya Petersen Marshall M. Joffe	2
+	Marginal Structural Models to Estimate the Joint Causal Effect of Nonrandomized Treatments	2001	Miguel A. Hernán Babette Brumback James M. Robins	2
+	Effect Decomposition in the Presence of an Exposure-Induced Mediator-Outcome Confounder	2014	Tyler J. VanderWeele Stijn Vansteelandt James M. Robins	2
+	Semiparametric Efficient Estimation of a Conditional Density with Missing or Mismeasured Covariates	1995	James M. Robins Fushing Hsieh Whitney K. Newey	2
+	CORRECTION OF LOGISTIC REGRESSION RELATIVE RISK ESTIMATES AND CONFIDENCE INTERVALS FOR MEASUREMENT ERROR: THE CASE OF MULTIPLE COVARIATES MEASURED WITH ERROR	1990	Bernard Rosner Donna Spiegelman Walter C. Willett	2
+	Bias Formulas for Sensitivity Analysis for Direct and Indirect Effects	2010	Tyler J. VanderWeele	2
+ PDF Chat	Mediation analysis allowing for exposure–mediator interactions and causal interpretation: Theoretical assumptions and implementation with SAS and SPSS macros.	2013	Linda Valeri Tyler J. VanderWeele	2
+	Adjusted survival curves with inverse probability weights	2003	Stephen R. Cole Miguel A. Hernán	2
+ PDF Chat	Direct Effect Models	2008	Mark J. van der Laan Maya Petersen	2
+ PDF Chat	Simple Optimal Weighting of Cases and Controls in Case-Control Studies	2008	Sherri Rose Mark J. van der Laan	2
+	Compound Treatments and Transportability of Causal Inference	2011	Miguel A. Hernán Tyler J. VanderWeele	2
+	Marginal Structural Models for the Estimation of Direct and Indirect Effects	2008	Tyler J. VanderWeele	2
+	Correction of Logistic Regression Relative Risk Estimates and Confidence Intervals for Random Within-Person Measurement Error	1992	Bernard Rosner Donna Spiegelman Walter C. Willett	2
+	Discussion on "Statistical Issues Arising in the Women's Health Initiative"	2005	Miguel A. Hernán James M. Robins Luis A. Garcı́a Rodrı́guez	2