Andrea Rotnitzky

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Efficient adjustment sets in causal graphical models with hidden variables pdf

Ezequiel Smucler, Facundo Sapienza, Andrea Rotnitzky, 2020, ArXiv.

Estimation of the disease-specific diagnostic marker distribution under verification bias

Andrea Rotnitzky, John H. Page, 2009, Comput. Stat. Data Anal..

A tutorial on causal inference

Andrea Rotnitzky, 2009 .

Causal Etiology of the Research of James M. Robins

Thomas S. Richardson, Andrea Rotnitzky, T. Richardson, 2014, 1503.02894.

Efficient Adjustment Sets for Population Average Causal Treatment Effect Estimation in Graphical Models

Ezequiel Smucler, Andrea Rotnitzky, A. Rotnitzky, 2020, J. Mach. Learn. Res..

Efficient adjustment sets for population average treatment effect estimation in non-parametric causal graphical models pdf

Ezequiel Smucler, Andrea Rotnitzky, A. Rotnitzky, 2019, ArXiv.

Invited Commentary: Effect Modification by Time-varying Covariates

James M. Robins, Andrea Rotnitzky, Miguel A. Hernán, 2007 .

Principal stratification designs to estimate input data missing due to death - Discussion

James M. Robins, Andrea Rotnitzky, Stijn Vansteelandt, 2007 .

On Profile Likelihood: Comment

James M. Robins, Mark J. van der Laan, Andrea Rotnitzky, 2000 .

On semiparametric inference

Andrea Rotnitzky, A. Rotnitzky, 2005 .

Semiparametric Theory and Missing Data by TSIATIS, A. A.

Andrea Rotnitzky, 2009 .

Analysis of quality-of-life adjusted failure time data in the presence of competing, possibly informative, censoring mechanisms

Andrea Rotnitzky, Andrea Bergesio, Andres Farall, 2009, Lifetime data analysis.

Targeted Learning by VAN DER LAAN, M. and ROSE, S.

Andrea Rotnitzky, 2013 .

A note on efficient minimum cost adjustment sets in causal graphical models pdf

Ezequiel Smucler, Andrea Rotnitzky, A. Rotnitzky, 2022, Journal of Causal Inference.

Inverse Probability Weighting in Survival Analysis

James M. Robins, Andrea Rotnitzky, J. Robins, 2005 .

Estimation of regression models for the mean of repeated outcomes under nonignorable nonmonotone nonresponse.

Andrea Rotnitzky, Stijn Vansteelandt, James Robins, 2007, Biometrika.

Evaluation of Viable Dynamic Treatment Regimes in a Sequentially Randomized Trial of Advanced Prostate Cancer

Peter F Thall, Andrea Rotnitzky, Lu Wang, 2012, Journal of the American Statistical Association.

Nonparametric Regression With Missing Outcomes Using Weighted Kernel Estimating Equations

Andrea Rotnitzky, Lu Wang, A. Rotnitzky, 2010, Journal of the American Statistical Association.

Regression Models for Discrete Longitudinal Responses

Andrea Rotnitzky, Nan M. Laird, Garrett M. Fitzmaurice, 1993 .

Pattern–mixture and selection models for analysing longitudinal data with monotone missing patterns

Andrea Rotnitzky, Garrett M. Fitzmaurice, G. Fitzmaurice, 2003 .

Characterization of parameters with a mixed bias property

James M. Robins, Ezequiel Smucler, Andrea Rotnitzky, 2019, Biometrika.

Analysis of failure time data under competing censoring mechanisms

Andrea Rotnitzky, Daniel O. Scharfstein, Andres Farall, 2007 .

On doubly robust estimation in a semiparametric odds ratio model.

Eric J Tchetgen Tchetgen, James M Robins, Andrea Rotnitzky, 2010, Biometrika.

Doubly robust estimation of the local average treatment effect curve

Elizabeth L. Ogburn, James M Robins, Andrea Rotnitzky, 2015, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part II: Proofs of Results

James M Robins, Andrea Rotnitzky, J. Robins, 2010, The international journal of biostatistics.

Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models: Rejoinder

James M. Robins, Andrea Rotnitzky, Daniel O. Scharfstein, 1999 .

Initiation of erythropoiesis-stimulating agents and outcomes: a nationwide observational cohort study in anaemic chronic kidney disease patients

Andrea Rotnitzky, Marie Evans, Rino Bellocco, 2016, Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association.

Double‐robust estimation of an exposure‐outcome odds ratio adjusting for confounding in cohort and case‐control studies

Eric J Tchetgen Tchetgen, Andrea Rotnitzky, A. Rotnitzky, 2011, Statistics in medicine.

Semiparametric Regression for Repeated Outcomes With Nonignorable Nonresponse

James M. Robins, Andrea Rotnitzky, Daniel O. Scharfstein, 1998 .

Efficient estimation of regression parameters from multistage studies with validation of outcome and covariates

James M. Robins, Andrea Rotnitzky, Christina A. Holcroft, 1997 .

Doubly Robust Estimation of the Area Under the Receiver-Operating Characteristic Curve in the Presence of Verification Bias

Andrea Rotnitzky, Enrique F. Schisterman, David Faraggi, 2006 .

A unifying approach for doubly-robust $\ell_1$ regularized estimation of causal contrasts

James M. Robins, Ezequiel Smucler, Andrea Rotnitzky, 2019, 1904.03737.

Inverse probability weighted estimation in survival analysis

Andrea Rotnitzky, James Robins, J. Robins, 2003 .

Estimation of the ROC Curve under Verification Bias

Andrea Rotnitzky, Benjamin Reiser, David Faraggi, 2009, Biometrical journal. Biometrische Zeitschrift.

Sensitivity Analyses Comparing Outcomes Only Existing in a Subset Selected Post‐Randomization, Conditional on Covariates, with Application to HIV Vaccine Trials

Andrea Rotnitzky, Bryan E Shepherd, Peter B Gilbert, 2006, Biometrics.