Bradley Saul

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All published works

Action	Title	Year	Authors
+	smd: Compute Standardized Mean Differences	2020	Bradley Saul
+ PDF Chat	The Calculus of M-Estimation in <i>R</i> with <b>geex</b>	2020	Bradley Saul Michael G. Hudgens
+ PDF Chat	Using negative control outcomes to assess the comparability of treatment groups among women with osteoporosis in the United States	2020	Leah J. McGrath Leslie Spangler J. R. Curtis Véra Ehrenstein Henrik Toft Sørensen Bradley Saul Sara N. Levintow Diane Reams Brian D. Bradbury M. Alan Brookhart
+ PDF Chat	Downstream Effects of Upstream Causes	2019	Bradley Saul Michael G. Hudgens Michael A. Mallin
+ PDF Chat	Doubly robust estimation in observational studies with partial interference	2019	Lan Liu Michael G. Hudgens Bradley Saul John D. Clemens Mohammad Ali Michael Emch
+ PDF Chat	Doubly robust estimation in observational studies with partial interference	2019	Lulu Liu M.G. Hudgens Bradley Saul J.D. Clemens M. Ali M.E. Emch
+	Doubly Robust Estimation in Observational Studies with Partial Interference	2018	Lan Liu Michael G. Hudgens Bradley Saul John D. Clemens Mohammad Ali Michael Emch
+	The Calculus of M-estimation in R with geex	2017	Bradley Saul Michael G. Hudgens
+	Applications of and Tools for Causal Inference	2017	Bradley Saul
+	Upstream Causes of Downstream Effects	2017	Bradley Saul Michael G. Hudgens Michael A. Mallin
+	Causal Inference in the Study of Infectious Disease	2017	Bradley Saul Michael G. Hudgens M. Elizabeth Halloran
+ PDF Chat	A Recipe for <b>inferference</b>: Start with Causal Inference. Add Interference. Mix Well with <i>R</i>.	2017	Bradley Saul Michael G. Hudgens
+	The Calculus of M-estimation in R with geex	2017	Bradley Saul Michael G. Hudgens

Common Coauthors

Coauthor	Papers Together
Michael G. Hudgens	9
Michael Emch	2
Michael A. Mallin	2
Mohammad Ali	2
Lan Liu	2
John D. Clemens	2
Sara N. Levintow	1
M. Ali	1
M. Alan Brookhart	1
Leah J. McGrath	1
J.D. Clemens	1
Diane Reams	1
M.E. Emch	1
Véra Ehrenstein	1
Leslie Spangler	1
Brian D. Bradbury	1
M. Elizabeth Halloran	1
M.G. Hudgens	1
J. R. Curtis	1
Henrik Toft Sørensen	1
Lulu Liu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Assessing effects of cholera vaccination in the presence of interference	2014	Carolina Perez‐Heydrich Michael G. Hudgens M. Elizabeth Halloran John D. Clemens Mohammad Ali Michael Emch	7
+	The Calculus of M-Estimation	2002	Leonard A. Stefanski Dennis D. Boos	6
+ PDF Chat	Small-Sample Adjustments for Wald-Type Tests Using Sandwich Estimators	2001	Michael P. Fay Barry I. Graubard	5
+	Longitudinal data analysis using generalized linear models	1986	Kung‐Yee Liang Scott L. Zeger	5
+ PDF Chat	On causal inference in the presence of interference	2010	Eric J. Tchetgen Tchetgen Tyler J. VanderWeele	5
+	Herd immunity conferred by killed oral cholera vaccines in Bangladesh: a reanalysis	2005	Mohammad Ali Michael Emch Lorenz von Seidlein Mohammad Yunus David A. Sack Malla Rao Jan Holmgren John D. Clemens	5
+ PDF Chat	Small sample performance of bias‐corrected sandwich estimators for cluster‐randomized trials with binary outcomes	2014	Peng Li David T. Redden	5
+	The<i>R</i>Package<b>geepack</b>for Generalized Estimating Equations	2006	Ulrich Halekoh Søren Højsgaard Jun Yan	5
+	Marginal Structural Models and Causal Inference in Epidemiology	2000	James M. Robins Miguel A. Hernán Babette Brumback	5
+ PDF Chat	Toward Causal Inference With Interference	2008	Michael G. Hudgens M. Elizabeth Halloran	5
+ PDF Chat	Causal Inference Under Interference in Spatial Settings: A Case Study Evaluating Community Policing Program in Chicago	2012	Natalya Verbitsky‐Savitz Stephen W. Raudenbush	4
+ PDF Chat	The parametric g‐formula to estimate the effect of highly active antiretroviral therapy on incident AIDS or death	2012	Daniel Westreich Stephen R. Cole Jessica G. Young Frank J. Palella Phyllis C. Tien Lawrence Kingsley Stephen J. Gange Miguel A. Hernán	4
+	Causal Inference Using Potential Outcomes	2005	Donald B. Rubin	4
+	Structural Nested Models and G-estimation: The Partially Realized Promise	2014	Stijn Vansteelandt Marshall M. Joffe	4
+	Causal Inference in Infectious Diseases	1995	M. Elizabeth Halloran Cláudio J. Struchiner	4
+	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
+	Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study	2004	Jared Lunceford Marie Davidian	3
+ PDF Chat	Identification of treatment response with social interactions	2013	Charles F. Manski	3
+	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	3
+	Reasoning about Interference Between Units: A General Framework	2012	Jake Bowers Mark Fredrickson Costas Panagopoulos	3
+	Small sample GEE estimation of regression parameters for longitudinal data	2014	S. R. Paul Xuemao Zhang	3
+	Essential statistical inference : theory and methods	2013	Dennis D. Boos Leonard A. Stefanski	3
+	On the Consistency Rule in Causal Inference	2010	Judea Pearl	3
+	Detecting Spillover Effects: Design and Analysis of Multilevel Experiments	2012	Betsy Sinclair Margaret McConnell Donald P. Green	3
+ PDF Chat	Fast Pure R Implementation of GEE: Application of the Matrix Package	2013	Lee S. McDaniel Nicholas C. Henderson Paul J. Rathouz	3
+	Object-Oriented Computation of Sandwich Estimators	2006	Achim Zeileis	2
+ PDF Chat	Exact<i>p</i>-Values for Network Interference	2016	Susan Athey Dean Eckles Guido W. Imbens	2
+	Methods for dealing with time‐dependent confounding	2012	Rhian Daniel Simon Cousens Bianca De Stavola Michael G. Kenward Jonathan A C Sterne	2
+	Negative Controls	2010	Marc Lipsitch Eric Tchetgen Tchetgen Ted Cohen	2
+	Correcting for non-compliance in randomized trials using structural nested mean models	1994	James M. Robins	2
+	Estimating the causal effect of zidovudine on CD4 count with a marginal structural model for repeated measures	2002	Miguel A. Hernán Babette Brumback James M. Robins	2
+ PDF Chat	Evaluating Candidate Principal Surrogate Endpoints	2008	Peter B. Gilbert Michael G. Hudgens	2
+	Econometric Computing with HC and HAC Covariance Matrix Estimators	2004	Achim Zeileis	2
+	Computing Generalized Method of Moments and Generalized Empirical Likelihood with<i>R</i>	2010	Pierre Chaussé	2
+ PDF Chat	Model Checking with Residuals for g-estimation of Optimal Dynamic Treatment Regimes	2010	Benjamin Rich Erica E. M. Moodie David A. Stephens Robert W. Platt	2
+	Estimating causal effects from epidemiological data	2006	Miguel A. Hernán	2
+ PDF Chat	An information criterion for marginal structural models	2012	Robert W. Platt M. Alan Brookhart Stephen R. Cole Daniel Westreich Enrique F. Schisterman	2
+ PDF Chat	Causal inference in statistics: An overview	2009	Judea Pearl	2
+ PDF Chat	The Role of Vaccine Coverage within Social Networks in Cholera Vaccine Efficacy	2011	Elisabeth Dowling Root Sophia Giebultowicz Mohammad Ali Mohammad Yunus Michael Emch	2
+	Causal Inference from Complex Longitudinal Data	1997	James M. Robins	2
+	Recovery of Information and Adjustment for Dependent Censoring Using Surrogate Markers	1992	James M. Robins Andrea Rotnitzky	2
+ PDF Chat	Causal Inference for a Population of Causally Connected Units	2014	Mark J. van der Laan	2
+	Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation	1991	Donald W. K. Andrews	2
+	Analytic Methods for Estimating HIV-Treatment and Cofactor Effects	2002	James M. Robins	2
+ PDF Chat	Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate	2014	Matias D. Cattaneo Brigham Frandsen Rocío Titiunik	2
+ PDF Chat	Weighted Empirical Adaptive Variance Estimators for Correlated Data Regression	1999	Thomas Lumley Patrick J. Heagerty	2
+	Regret‐Regression for Optimal Dynamic Treatment Regimes	2009	Robin Henderson P. S. Ansell Deyadeen Alshibani	2
+	Marginal Structural Models versus Structural nested Models as Tools for Causal inference	2000	James M. Robins	2
+ PDF Chat	On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9	1990	Jerzy Splawa-Neyman D. M. Dabrowska Terence P. Speed	2
+	Statistics and Causal Inference	1986	Paul W. Holland	2