Kara E. Rudolph

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All published works

Action	Title	Year	Authors
+	Bayesian Approach for Addressing Differential Covariate Measurement Error in Propensity Score Methods	2016	Hwanhee Hong Kara E. Rudolph Elizabeth A. Stuart
+ PDF Chat	An imputation-based solution to using mismeasured covariates in propensity score analysis	2015	Yenny Webb-Vargas Kara E. Rudolph David Lenis Peter Murakami Elizabeth A. Stuart
+ PDF Chat	The incubation period of cholera: A systematic review	2012	Andrew S. Azman Kara E. Rudolph Derek A. T. Cummings Justin Lessler

Common Coauthors

Coauthor	Papers Together
Elizabeth A. Stuart	2
Derek A. T. Cummings	1
Justin Lessler	1
Andrew S. Azman	1
Peter Murakami	1
Hwanhee Hong	1
David Lenis	1
Yenny Webb-Vargas	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Adjusting Effect Estimates for Unmeasured Confounding with Validation Data using Propensity Score Calibration	2005	Til Stürmer‎ Sebastian Schneeweiß Jerry Avorn Robert J. Glynn	2
+	On the Importance of Reliable Covariate Measurement in Selection Bias Adjustments Using Propensity Scores	2011	Peter M. Steiner Thomas D. Cook William R. Shadish	2
+	Multiple Imputation for Nonresponse in Surveys	1987	Donald B. Rubin	2
+ PDF Chat	Comment: Performance of Double-Robust Estimators When “Inverse Probability” Weights Are Highly Variable	2007	James M. Robins Mariela Sued Quanhong Lei-Gomez Andrea Rotnitzky	2
+ PDF Chat	The central role of the propensity score in observational studies for causal effects	1983	Paul R. Rosenbaum Donald B. Rubin	2
+ PDF Chat	Matching Methods for Causal Inference: A Review and a Look Forward	2010	Elizabeth A. Stuart	2
+ PDF Chat	Multiple-imputation for measurement-error correction	2006	Stephen R. Cole Haitao Chu Sander Greenland	2
+ PDF Chat	Inverse probability weighting with error-prone covariates	2013	Daniel F. McCaffrey J. R. Lockwood Claude Messan Setodji	2
+	Generalizing Observational Study Results: Applying Propensity Score Methods to Complex Surveys	2013	Eva H. DuGoff Megan S. Schuler Elizabeth A. Stuart	1
+	Incubation periods of acute respiratory viral infections: a systematic review	2009	Justin Lessler Nicholas G Reich Ron Brookmeyer Trish M. Perl Kenrad E. Nelson Derek A. T. Cummings	1
+ PDF Chat	Improving propensity score weighting using machine learning	2009	Brian K. Lee Justin Lessler Elizabeth A. Stuart	1
+	The Consistency Statement in Causal Inference	2008	Stephen R. Cole Constantine Frangakis	1
+	Regression Calibration Is Valid When Properly Applied	2013	Xiaomei Liao Donna Spiegelman Raymond J. Carroll	1
+	Does Exposure Prediction Bias Health-Effect Estimation?	2014	Matthew Cefalu Francesca Dominici	1
+	Multiple imputation when records used for imputation are not used or disseminated for analysis	2008	Jerome P. Reiter	1
+	Effects of Misspecification of the Propensity Score on Estimators of Treatment Effect	1993	Christiana Drake	1
+ PDF Chat	Weight Trimming and Propensity Score Weighting	2011	Brian K. Lee Justin Lessler Elizabeth A. Stuart	1
+ PDF Chat	Simulation-Extrapolation Estimation in Parametric Measurement Error Models	1994	J.R. Cook Leonard A. Stefanski	1
+	A Two-Step Bayesian Approach for Propensity Score Analysis: Simulations and Case Study	2012	David Kaplan Jianshen Chen	1
+ PDF Chat	Bayesian propensity score analysis for observational data	2008	Lawrence C. McCandless Paul Gustafson Peter C. Austin	1
+ PDF Chat	To Model or Not To Model? Competing Modes of Inference for Finite Population Sampling	2004	Roderick J. A. Little	1
+	Propensity Score Analysis With Fallible Covariates	2012	Tenko Raykov	1
+ PDF Chat	Transportability of Causal and Statistical Relations: A Formal Approach	2011	Judea Pearl Elias Bareinboim	1
+	Estimating incubation period distributions with coarse data	2009	Nicholas G Reich Justin Lessler Derek A. T. Cummings Ron Brookmeyer	1
+	Semiparametric Regression for Repeated Outcomes with Nonignorable Nonresponse	1998	Andrea Rotnitzky James M. Robins Daniel O. Scharfstein	1
+ PDF Chat	Design and field procedures in the US National Comorbidity Survey Replication Adolescent Supplement (NCS‐A)	2009	Ronald C. Kessler Shelli Avenevoli E. Jane Costello Jennifer Green Michael J. Gruber Steven G. Heeringa Kathleen R. Merikangas Beth‐Ellen Pennell Nancy A. Sampson Alan M. Zaslavsky	1
+	Systematic differences in treatment effect estimates between propensity score methods and logistic regression	2008	Edwin P. Martens Wiebe R. Pestman Anthonius de Boer Svetlana V. Belitser Olaf H. Klungel	1
+	Correcting for Test Score Measurement Error in ANCOVA Models for Estimating Treatment Effects	2013	J. R. Lockwood Daniel F. McCaffrey	1
+	4. Bayesian Propensity Score Estimators: Incorporating Uncertainties in Propensity Scores into Causal Inference	2010	Weihua An	1
+ PDF Chat	An outbreak of cholera in Australia due to food served in flight on an international aircraft	1974	R. G. A. Sutton	1
+ PDF Chat	Vaccination strategies for epidemic cholera in Haiti with implications for the developing world	2011	Dennis L. Chao M. Elizabeth Halloran Ira M. Longini	1
+	Estimating causal effects of treatments in randomized and nonrandomized studies.	1974	Donald B. Rubin	1
+	Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference	2007	Daniel E. Ho Kosuke Imai Gary King Elizabeth A. Stuart	1
+	Simplified Bayesian Sensitivity Analysis for Mismeasured and Unobserved Confounders	2010	Paul Gustafson Lawrence C. McCandless A. Levy Sylvia Richardson	1
+	Multiple Imputation in Multivariate Problems When the Imputation and Analysis Models Differ	2003	Joseph L. Schafer	1
+	APPLYING MULTIPLE IMPUTATION FOR EXTERNAL CALIBRATION TO PROPENSTY SCORE ANALYSIS	2015	Yenny Webb-Vargas Kara E. Rudolph David Lenis Peter Murakami Elizabeth A. Stuart	1
+	Measurement Error Models	1988	Leonard A. Stefanski Wayne A. Fuller John Wiley	1
+ PDF Chat	The Elephant in the Corner: A Cautionary Tale about Measurement Error in Treatment Effects Models	2011	Daniel L. Millimet	1
+	Journal of The American Statistical Association	2004	Stephen E. Fienberg	1
+	Measurement Error and Misclassification in Statistics and Epidemiology	2003	Paul Gustafson	1
+	Bayesian Methods for Data Analysis	2008	Bradley P. Carlin Thomas A. Louis	1
+ PDF Chat	An imputation-based solution to using mismeasured covariates in propensity score analysis	2015	Yenny Webb-Vargas Kara E. Rudolph David Lenis Peter Murakami Elizabeth A. Stuart	1
+ PDF Chat	Multiple-Imputation Inferences with Uncongenial Sources of Input	1994	Xiao‐Li Meng	1
+	Measurement Error and Misclassification in Statistics and Epidemiology: Impacts and Bayesian Adjustments	2003	Paul Gustafson	1
+ PDF Chat	Model Feedback in Bayesian Propensity Score Estimation	2013	Corwin Zigler Krista Watts Robert W. Yeh Yun Wang Brent A. Coull Francesca Dominici	1
+	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	1
+	On Using Summary Statistics From an External Calibration Sample to Correct for Covariate Measurement Error	2011	Ying Guo Roderick J. A. Little Daniel McConnell	1
+	Bayesian analysis of logistic regression with an unknown change point and covariate measurement error	2001	Christoff Gössl Helmut Küchenhoff	1
+ PDF Chat	The design <i>versus</i> the analysis of observational studies for causal effects: parallels with the design of randomized trials	2006	Donald B. Rubin	1