Andrea Rotnitzky | Academic Influence

Andrea Rotnitzky's AcademicInfluence.com Rankings

Andrea Rotnitzky

Computer Science

#3920

World Rank

#4119

Historical Rank

Machine Learning

#1324

World Rank

#1345

Historical Rank

Computational Linguistics

#2660

World Rank

#2689

Historical Rank

Artificial Intelligence

#5190

World Rank

#5261

Historical Rank

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Computer Science

Andrea Rotnitzky's Degrees

Masters Artificial Intelligence Stanford University

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Why Is Andrea Rotnitzky Influential?

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According to Wikipedia, Andrea Gloria Rotnitzky is an Argentine biostatistician whose research involves causal inference on the effects of medical interventions in the face of missing data. She is Prentice Endowed Professor of Biostatistics in the University of Washington School of Public Health.

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Andrea Rotnitzky's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Estimation of Regression Coefficients When Some Regressors are not Always Observed (1994) (2592)
Weight Gain as a Risk Factor for Clinical Diabetes Mellitus in Women (1995) (2094)
Analysis of semiparametric regression models for repeated outcomes in the presence of missing data (1995) (1518)
The prevention and treatment of missing data in clinical trials. (2012) (1495)
Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models (1999) (1055)
Semiparametric Efficiency in Multivariate Regression Models with Missing Data (1995) (893)
Recovery of Information and Adjustment for Dependent Censoring Using Surrogate Markers (1992) (660)
Sensitivity Analysis for Selection bias and unmeasured Confounding in missing Data and Causal inference models (2000) (457)
Semiparametric Regression for Repeated Outcomes With Nonignorable Nonresponse (1998) (457)
Hypothesis testing of regression parameters in semiparametric generalized linear models for cluster correlated data (1990) (383)
Comment: Performance of Double-Robust Estimators When “Inverse Probability” Weights Are Highly Variable (2007) (355)
The relationship of bone and blood lead to hypertension. The Normative Aging Study. (1996) (295)
Regression Models for Discrete Longitudinal Responses (1993) (260)
Estimation and extrapolation of optimal treatment and testing strategies (2008) (220)
Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part I: Main Content (2010) (194)
Semiparametric regression estimation in the presence of dependent censoring (1995) (181)
Race and gender differences in respiratory illness prevalence and their relationship to environmental exposures in children 7 to 14 years of age. (1993) (160)
Improved double-robust estimation in missing data and causal inference models. (2012) (156)
Likelihood-based inference with singular information matrix (2000) (156)
Analysis of semi-parametric regression models with non-ignorable non-response. (1997) (151)
Estimation of treatment effects in randomised trials with non-compliance and a dichotomous outcome using structural mean models (2004) (131)
Determinants of bone and blood lead levels among community-exposed middle-aged to elderly men. The normative aging study. (1996) (120)
Lead and hypertension in a sample of middle-aged women. (1999) (119)
Can physical activity minimize weight gain in women after smoking cessation? (1996) (118)
K x-ray fluorescence measurements of bone lead concentration: the analysis of low-level data. (1995) (118)
A note on the bias of estimators with missing data. (1994) (107)
The relationship of bone and blood lead to hypertension: Further analyses of the normative aging study data (1996) (95)
A longitudinal study of chronic lead exposure and physical growth in Boston children. (1995) (91)
The relationship between bone lead and hemoglobin. (1994) (91)
Evaluation of Viable Dynamic Treatment Regimes in a Sequentially Randomized Trial of Advanced Prostate Cancer (2012) (90)
Doubly robust estimation of the local average treatment effect curve (2015) (88)
On doubly robust estimation in a semiparametric odds ratio model. (2010) (86)
Estimation of regression models for the mean of repeated outcomes under nonignorable nonmonotone nonresponse. (2007) (84)
Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models: Rejoinder (1999) (81)
On Profile Likelihood: Comment (2000) (80)
Sensitivity Analyses Comparing Outcomes Only Existing in a Subset Selected Post‐Randomization, Conditional on Covariates, with Application to HIV Vaccine Trials (2006) (76)
Examination of fungi in domestic interiors by using factor analysis: correlations and associations with home factors (1992) (72)
Bone lead measured by X-ray fluorescence: epidemiologic methods. (1995) (68)
Inference in Randomized Studies with Informative Censoring and Discrete Time‐to‐Event Endpoints (2001) (66)
Estimation of the effect of interventions that modify the received treatment (2013) (62)
A unifying approach for doubly-robust $\ell_1$ regularized estimation of causal contrasts (2019) (59)
Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part II: Proofs of Results (2010) (58)
Pattern–mixture and selection models for analysing longitudinal data with monotone missing patterns (2003) (56)
Inverse probability weighted estimation in survival analysis (2003) (47)
Doubly Robust Estimation of the Area Under the Receiver-Operating Characteristic Curve in the Presence of Verification Bias (2006) (45)
Invited Commentary: Effect Modification by Time-varying Covariates (2007) (43)
Inverse Probability Weighting in Survival Analysis (2005) (42)
Characterization of parameters with a mixed bias property (2019) (41)
A note on overadjustment in inverse probability weighted estimation. (2010) (40)
Semiparametric estimation of treatment effects given base‐line covariates on an outcome measured after a post‐randomization event occurs (2007) (38)
Nonparametric Regression With Missing Outcomes Using Weighted Kernel Estimating Equations (2010) (36)
Correlates of bone and blood lead levels in carpenters. (1994) (35)
Efficient Adjustment Sets for Population Average Causal Treatment Effect Estimation in Graphical Models (2020) (34)
Estimation of the ROC Curve under Verification Bias (2009) (33)
Inverse probability weighted methods (2008) (32)
[Regression Models for Discrete Longitudinal Responses]: Rejoinder (1993) (31)
Principal stratification designs to estimate input data missing due to death - Discussion (2007) (30)
Multiple robustness in factorized likelihood models (2017) (27)
Efficient adjustment sets for population average treatment effect estimation in non-parametric causal graphical models (2019) (26)
Analysis of failure time data under competing censoring mechanisms (2007) (24)
Semi-parametric estimation of models for the means and covariances in the presence of missing data (1995) (24)
Longitudinal relationship between dentin lead levels in childhood and bone lead levels in young adulthood. (1996) (23)
On the multiply robust estimation of the mean of the g-functional (2017) (22)
Double‐robust estimation of an exposure‐outcome odds ratio adjusting for confounding in cohort and case‐control studies (2011) (21)
Efficient adjustment sets in causal graphical models with hidden variables (2020) (20)
Effect modification by time-varying covariates. (2007) (19)
Estimation of the mean of a K‐sample U‐statistic with missing outcomes and auxiliaries (2001) (19)
The relationship of blood lead and dietary calcium to blood pressure in the normative aging study. (1996) (16)
Efficient estimation of regression parameters from multistage studies with validation of outcome and covariates (1997) (16)
Discussion of the Frangakis and Rubin Article (2001) (15)
Causal Etiology of the Research of James M. Robins (2014) (14)
Estimation of the disease-specific diagnostic marker distribution under verification bias (2009) (12)
Optimal auxiliary‐covariate‐based two‐phase sampling design for semiparametric efficient estimation of a mean or mean difference, with application to clinical trials (2014) (12)
Discussion of “Dynamic treatment regimes: Technical challenges and applications” (2014) (11)
On semiparametric inference (2005) (8)
Initiation of erythropoiesis-stimulating agents and outcomes: a nationwide observational cohort study in anaemic chronic kidney disease patients (2016) (8)
Development of a brief questionnaire for screening for multiple chemical sensitivity syndrome (1999) (8)
Analysis of quality-of-life adjusted failure time data in the presence of competing, possibly informative, censoring mechanisms (2009) (7)
Efficiency Comparisons in Multivariate Multiple Regression with Missing Outcomes (1997) (6)
Multiple robust estimation of marginal structural mean models for unconstrained outcomes (2018) (5)
Likelihood-based inference with singular (2000) (2)
Variable elimination, graph reduction and efficient g-formula (2022) (2)
On protected estimation of an odds ratio model with missing binary exposure and confounders. (2011) (2)
A note on efficient minimum cost adjustment sets in causal graphical models (2022) (2)
Comment (2000) (1)
Efficient Estimation of Optimal Regimes Under a No Direct Effect Assumption (2019) (1)
Discussions (2007) (1)
Demystifying double Rogbustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data. Comment. (2007) (1)
Double-robust and efficient methods for estimating the causal effects of a binary treatment (2020) (1)
On the analysis of tuberculosis studies with intermittent missing sputum data (2015) (1)
Bone Lead Measured by X-ray Fluorescence: (2016) (1)
Biometrics , September 2007 Discussions (2007) (0)
The Prevention and Treatment of Missing Data in Clinical Trials. Pannel on Handling Missing Data in Clinical Trials (2010) (0)
Rejoinder to comments on Evaluation of Viable Dynamic Treatment Regimes in a Sequentially Randomized Trial of Advanced Prostate Cancer. (2012) (0)
Efficiency and Efficient Estimators (2005) (0)
LeadandHypertension inaSample of Middle-Aged Women (1999) (0)
A tutorial on causal inference (2009) (0)
Examination ofFungiinDomestic Interiors byUsingFactor Analysis: Correlations andAssociations withHome Factors (1992) (0)
Rejoinder (2012) (0)
Analysis of randomized trials with non-compliance and a binary outcome (2001) (0)
Causal Etiology of the Research of (2018) (0)
THE RELATIONSHIP OF LEAD IN BONE AND BLOOD TO LEAD IN URINE AND PLASMA AMONG HYPERTENSIVE AND NON-HYPERTENSIVE MEN: THE NORMATIVE AGING STUDY (1998) (0)
In Honor of David Cox (2023) (0)
Semiparametric Theory and Missing Data by TSIATIS, A. A. (2009) (0)
Targeted Learning by VAN DER LAAN, M. and ROSE, S. (2013) (0)

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