Brent A. Johnson

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All published works

Action	Title	Year	Authors
+ PDF Chat	Constructing optimal treatment length strategies to maximize quality-adjusted lifetimes	2024	Hao Sun Ashkan Ertefaie Luke Duttweiler Brent A. Johnson
+	A marginal structural model for partial compliance in SMARTs	2024	William J. Artman Indrabati Bhattacharya Ashkan Ertefaie Kevin G. Lynch James R. McKay Brent A. Johnson
+	Nonparametric Bayesian Q-learning for optimization of dynamic treatment regimes in the presence of partial compliance	2023	Indrabati Bhattacharya Ashkan Ertefaie Kevin G. Lynch James R. McKay Brent A. Johnson
+ PDF Chat	A non‐parametric Bayesian approach for adjusting partial compliance in sequential decision making	2023	Indrabati Bhattacharya Brent A. Johnson William J. Artman Andrew Wilson Kevin G. Lynch James R. McKay Ashkan Ertefaie
+	Nonparametric estimation of a covariate-adjusted counterfactual treatment regimen response curve	2023	Ashkan Ertefaie Luke Duttweiler Brent A. Johnson Mark J. van der Laan
+	Screening for chronic diseases: optimizing lead time through balancing prescribed frequency and individual adherence	2022	John D. Rice Brent A. Johnson Robert L. Strawderman
+	Bayesian set of best dynamic treatment regimes: Construction and sample size calculation for SMARTs with binary outcomes	2022	William J. Artman Brent A. Johnson Kevin G. Lynch James R. McKay Ashkan Ertefaie
+	Estimating mean potential outcome under adaptive treatment length strategies in continuous time	2021	Hao Sun Ashkan Ertefaie Brent A. Johnson
+	A non-parametric Bayesian approach for adjusting partial compliance in sequential decision making	2021	Indrabati Bhattacharya Brent A. Johnson William J. Artman Andrew Timothy Wilson Kevin G. Lynch James R. McKay Ashkan Ertefaie
+	Adjusting for Partial Compliance in SMARTs: a Bayesian Semiparametric Approach	2020	William J. Artman Ashkan Ertefaie Kevin G. Lynch James R. McKay Brent A. Johnson
+	Protocol paper: Stepped wedge cluster randomized trial translating the ABCS into optimizing cardiovascular care for people living with HIV	2020	Stephen K. Williams Brent A. Johnson Jonathan N. Tobin Amneris E. Luque Mechelle Sanders Jennifer K. Carroll Andrea Cassells Tameir Holder Kevin Fiscella
+ PDF Chat	Improved Doubly Robust Estimation in Marginal Mean Models for Dynamic Regimes	2020	Hao Sun Ashkan Ertefaie Xin Lu Brent A. Johnson
+	Adjusting for Partial Compliance in SMARTs: a Bayesian Semiparametric Approach	2020	William J. Artman Ashkan Ertefaie Kevin G. Lynch James R. McKay Brent A. Johnson
+	Statistical Methods for Missing Data in Large Observational Studies	2019	Qi Long Brent A. Johnson Yize Zhao Yi Deng Changgee Chang
+	Propensity Process: a Balancing Functional	2019	Pallavi S. Mishra‐Kalyani Brent A. Johnson Qi Long
+	Estimating the effect of PEG in ALS patients using observational data subject to censoring by death and missing outcomes	2019	Pallavi S. Mishra‐Kalyani Brent A. Johnson Jonathan D. Glass Qi Long
+ PDF Chat	Modeling the rate of HIV testing from repeated binary data amidst potential never-testers	2017	John D. Rice Brent A. Johnson Robert L. Strawderman
+ PDF Chat	Regularity of a Renewal Process Estimated from Binary Data	2017	John D. Rice Robert L. Strawderman Brent A. Johnson
+	Monte Carlo methods for nonparametric regression with heteroscedastic measurement error	2017	Julie McIntyre Brent A. Johnson Stephen M. Rappaport
+	Statistical Tests of Regularity among Groups with HIV Self-Test Data	2017	John D. Rice Robert L. Strawderman Brent A. Johnson
+ PDF Chat	Nonparametric Two‐Sample Tests of the Marginal Mark Distribution with Censored Marks	2017	Brent A. Johnson
+ PDF Chat	Direct estimation for adaptive treatment length policies: Methods and application to evaluating the effect of delayed PEG insertion	2016	Xin Lu Brent A. Johnson
+ PDF Chat	Estimating the palliative effect of percutaneous endoscopic gastrostomy in an observational registry using principal stratification and generalized propensity scores	2016	Pallavi S. Mishra‐Kalyani Brent A. Johnson Jonathan D. Glass Qi Long
+	Causal Ensembles for Evaluating the Effect of Delayed Switch to Second-Line Antiretroviral Regimens	2016	Li Li Brent A. Johnson
+	Direct estimation of the mean outcome on treatment when treatment assignment and discontinuation compete	2015	Xin Lu Brent A. Johnson
+	On Huberized Calibration Regression for Censored Medical Cost Data	2015	Brent A. Johnson
+ PDF Chat	Variable selection in the presence of missing data: resampling and imputation	2015	Qi Long Brent A. Johnson
+ PDF Chat	Evaluating interventions to promote routine preventive screenings: A comparison of analytical outcomes	2015	Akshay Sharma Brent A. Johnson Patrick S. Sullivan
+	An Introduction to the Birch and Swinnerton-Dyer Conjecture	2015	Brent A. Johnson
+ PDF Chat	Modeling clinical outcome using multiple correlated functional biomarkers: A Bayesian approach	2012	Qi Long Xiaoxi Zhang Yize Zhao Brent A. Johnson Roberd M. Bostick
+ PDF Chat	Evaluating the Effect of Early Versus Late ARV Regimen Change if Failure on an Initial Regimen: Results From the AIDS Clinical Trials Group Study A5095	2012	Li Li Joseph J. Eron Heather Ribaudo Roy M. Gulick Brent A. Johnson
+	A tutorial on rank-based coefficient estimation for censored data in small- and large-scale problems	2012	Matthias Chung Qi Long Brent A. Johnson
+ PDF Chat	Risk prediction for prostate cancer recurrence through regularized estimation with simultaneous adjustment for nonlinear clinical effects	2011	Qi Long Matthias Chung Carlos S. Moreno Brent A. Johnson
+ PDF Chat	Survival ensembles by the sum of pairwise differences with application to lung cancer microarray studies	2011	Brent A. Johnson Qi Long
+ PDF Chat	On Path Restoration for Censored Outcomes	2011	Brent A. Johnson Qi Long Matthias Chung
+	Robust Estimation of Area Under ROC Curve Using Auxiliary Variables in the Presence of Missing Biomarker Values	2010	Qi Long Xiaoxi Zhang Brent A. Johnson
+ PDF Chat	Rank-based estimation in the ℓ1-regularized partly linear model for censored outcomes with application to integrated analyses of clinical predictors and gene expression data	2009	Brent A. Johnson
+ PDF Chat	On lasso for censored data	2009	Brent A. Johnson
+	Statistical models for exposure-biomarker relationships with measurement error and censoring	2008	Douglas Taylor Lawrence L. Kupper Brent A. Johnson Sungkyoon Kim Stephen M. Rappaport
+ PDF Chat	Penalized Estimating Functions and Variable Selection in Semiparametric Regression Models	2008	Brent A. Johnson Dahua Lin Donglin Zeng
+	Rank-based variable selection	2008	Brent A. Johnson Limin Peng
+ PDF Chat	Variable Selection in Semiparametric Linear Regression with Censored Data	2008	Brent A. Johnson
+ PDF Chat	Penalized Estimating Functions and Variable Selection in Semiparametric Regression Models	2008	Brent A. Johnson D. Y Lin Donglin Zeng
+	Treatment-competing events in dynamic regimes	2007	Brent A. Johnson
+	On modelling metabolism-based biomarkers of exposure: a comparative analysis of nonlinear models with few repeated measurements	2007	Brent A. Johnson Stephen M. Rappaport
+	Modeling exposure-biomarker relationships: Applications of linear and nonlinear toxicokinetics	2005	Brent A. Johnson Lawrence L. Kupper Douglas Taylor Stephen M. Rappaport
+	Semiparametric inference in observational duration-response studies, with duration possibly right-censored	2005	Brent A. Johnson Anastasios A. Tsiatis
+	A note on the use of kernel functions in weighted estimators	2005	Brent A. Johnson Dennis D. Boos
+	Estimating Mean Response as a Function of Treatment Duration in an Observational Study, Where Duration May Be Informatively Censored	2004	Brent A. Johnson Anastasios A. Tsiatis
+	The Analysis of Censored Covariates in Observational Studies	2003	Brent A. Johnson
+	CROSS-STUDY HIERARCHICAL MODELING OF STRATIFIED CLINICAL TRIAL DATA	1999	Brent A. Johnson Bradley P. Carlin James S. Hodges

Common Coauthors

Coauthor	Papers Together
Qi Long	11
Ashkan Ertefaie	11
Kevin G. Lynch	7
James R. McKay	7
William J. Artman	6
John D. Rice	4
Stephen M. Rappaport	4
Indrabati Bhattacharya	4
Robert L. Strawderman	4
Matthias Chung	3
Xin Lu	3
Pallavi S. Mishra‐Kalyani	3
Anastasios A. Tsiatis	2
Douglas Taylor	2
Jonathan D. Glass	2
Luke Duttweiler	2
Yize Zhao	2
Xiaoxi Zhang	2
Lawrence L. Kupper	2
Donglin Zeng	2
Hao Sun	2
Amneris E. Luque	1
Sungkyoon Kim	1
Limin Peng	1
Andrew Wilson	1
Li Li	1
Hao Sun	1
Jennifer K. Carroll	1
Yi Deng	1
Li Li	1
Dennis D. Boos	1
Mark J. van der Laan	1
Akshay Sharma	1
Mechelle Sanders	1
Dahua Lin	1
Bradley P. Carlin	1
Andrew Timothy Wilson	1
Andrea Cassells	1
Changgee Chang	1
Joseph J. Eron	1
James S. Hodges	1
Kevin Fiscella	1
Patrick S. Sullivan	1
Stephen K. Williams	1
Tameir Holder	1
Jonathan N. Tobin	1
D. Y Lin	1
Heather Ribaudo	1
Julie McIntyre	1
Roberd M. Bostick	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Marginal Mean Models for Dynamic Regimes	2001	Susan A. Murphy Mark J. van der Laan James M. Robins	12
+ PDF Chat	Estimating Regression Parameters Using Linear Rank Tests for Censored Data	1990	Anastasios A. Tsiatis	10
+	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	9
+	Estimation of Regression Coefficients When Some Regressors are not Always Observed	1994	James M. Robins Andrea Rotnitzky Lue Ping Zhao	9
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	9
+ PDF Chat	The central role of the propensity score in observational studies for causal effects	1983	Paul R. Rosenbaum Donald B. Rubin	9
+ PDF Chat	Counting Processes and Survival Analysis.	1992	Dorota M. Dabrowska Thomas R. Fleming David P. Harrington	8
+	Estimating Mean Response as a Function of Treatment Duration in an Observational Study, Where Duration May Be Informatively Censored	2004	Brent A. Johnson Anastasios A. Tsiatis	8
+	Estimating causal effects of treatments in randomized and nonrandomized studies.	1974	Donald B. Rubin	8
+ PDF Chat	Variable Selection in Semiparametric Linear Regression with Censored Data	2008	Brent A. Johnson	7
+	Linear rank tests with right censored data	1978	Ross L. Prentice	7
+ PDF Chat	Penalized Estimating Functions and Variable Selection in Semiparametric Regression Models	2008	Brent A. Johnson Dahua Lin Donglin Zeng	6
+	Semiparametric inference in observational duration-response studies, with duration possibly right-censored	2005	Brent A. Johnson Anastasios A. Tsiatis	6
+	Causal Inference from Complex Longitudinal Data	1997	James M. Robins	6
+ PDF Chat	Identifying a set that contains the best dynamic treatment regimes	2015	Ashkan Ertefaie Tianshuang Wu Kevin G. Lynch Inbal Nahum‐Shani	5
+	Marginal Structural Models and Causal Inference in Epidemiology	2000	James M. Robins Miguel A. Hernán Babette Brumback	5
+	A generalized Wilcoxon test for comparing arbitrarily singly-censored samples	1965	E. A. Gehan	5
+ PDF Chat	Least angle regression	2004	Bradley Efron Trevor Hastie Iain M. Johnstone Robert Tibshirani	5
+ PDF Chat	A Large Sample Study of Rank Estimation for Censored Regression Data	1993	Zhiliang Ying	5
+ PDF Chat	Regularized Estimation for the Accelerated Failure Time Model	2008	Tianxi Cai Jian Huang Lü Tian	5
+ PDF Chat	Asymptotics for lasso-type estimators	2000	Wenjiang Fu Keith Knight	5
+	Linear regression with censored data	1979	Jonathan D. Buckley Ian James	4
+ PDF Chat	Simultaneous Confidence Intervals for all Distances from the "Best"	1981	Jason C. Hsu	4
+	Linear regression analysis of censored survival data based on rank tests	1990	L. J. Wei Z. Ying D. Y. Lin	4
+	Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties	2001	Jianqing Fan Runze Li	4
+ PDF Chat	The Adaptive Lasso and Its Oracle Properties	2006	Hui Zou	4
+ PDF Chat	Estimation in a Linear Regression Model with Censored Data	1990	Ya’acov Ritov	4
+	Modeling Partial Compliance Through Copulas in a Principal Stratification Framework	2011	Francesco Bartolucci Leonardo Grilli	4
+	Optimal Structural Nested Models for Optimal Sequential Decisions	2004	James M. Robins	4
+	Semiparametric Theory and Missing Data	2007	Konstantinos Fokianos	4
+	Analysis of Survival Data.	1985	N. E. Breslow D. R. Cox David Oakes	4
+	A Bayesian Semiparametric Approach to Intermediate Variables in Causal Inference	2011	Scott Schwartz Fan Li Fabrizia Mealli	4
+ PDF Chat	Robust Estimation of a Location Parameter	1964	Peter J. Huber	4
+	Statistical Methods for Dynamic Treatment Regimes	2013	Bibhas Chakraborty Erica E. M. Moodie	4
+	Introduction to Empirical Processes and Semiparametric Inference	2007	Michael R. Kosorok	4
+ PDF Chat	Rank-based estimation in the ℓ1-regularized partly linear model for censored outcomes with application to integrated analyses of clinical predictors and gene expression data	2009	Brent A. Johnson	4
+	Statistics and Causal Inference	1986	Paul W. Holland	4
+ PDF Chat	Principal Stratification in Causal Inference	2002	Constantine Frangakis Donald B. Rubin	4
+	THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL	1997	Robert Tibshirani	4
+	Statistical Analysis With Missing Data	1989	Maureen Lahiff Roderick J. A. Little Donald B. Rubin	4
+	A Semiparametric Instrumental Variable Approach to Optimal Treatment Regimes Under Endogeneity	2020	Yifan Cui Eric Tchetgen Tchetgen	4
+	Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes	1999	Constantine Frangakis	3
+	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	3
+ PDF Chat	Longitudinal Nested Compliance Class Model in the Presence of Time-Varying Noncompliance	2008	Julia Lin Rth Ho Michael R. Elliott	3
+ PDF Chat	Variable Selection for Cox's proportional Hazards Model and Frailty Model	2002	Jianqing Fan Runze Li	3
+	A Distributional Approach for Causal Inference Using Propensity Scores	2006	Zhiqiang Tan	3
+	Unified Methods for Censored Longitudinal Data and Causality	2003	Mark J. van der Laan James M. Robins	3
+	Principal Stratification for Causal Inference With Extended Partial Compliance	2008	Hui Jin Donald B. Rubin	3
+	Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models	1999	Daniel O. Scharfstein Andrea Rotnitzky James M. Robins	3
+ PDF Chat	Bayesian Inference for Causal Effects: The Role of Randomization	1978	Donald B. Rubin	3