Andrea Rotnitzky

14.8k total citations · 5 hit papers
79 papers, 9.3k citations indexed

About

Andrea Rotnitzky is a scholar working on Statistics and Probability, Health, Toxicology and Mutagenesis and Artificial Intelligence. According to data from OpenAlex, Andrea Rotnitzky has authored 79 papers receiving a total of 9.3k indexed citations (citations by other indexed papers that have themselves been cited), including 57 papers in Statistics and Probability, 12 papers in Health, Toxicology and Mutagenesis and 9 papers in Artificial Intelligence. Recurrent topics in Andrea Rotnitzky's work include Statistical Methods and Inference (52 papers), Advanced Causal Inference Techniques (40 papers) and Statistical Methods and Bayesian Inference (36 papers). Andrea Rotnitzky is often cited by papers focused on Statistical Methods and Inference (52 papers), Advanced Causal Inference Techniques (40 papers) and Statistical Methods and Bayesian Inference (36 papers). Andrea Rotnitzky collaborates with scholars based in United States, Argentina and United Kingdom. Andrea Rotnitzky's co-authors include James M. Robins, Lue Ping Zhao, Daniel O. Scharfstein, Nicholas P. Jewell, Howard Hu, Liliana Orellana, Susan A. Murphy, Hal S. Stern, James D. Neaton and Constantine Frangakis and has published in prestigious journals such as New England Journal of Medicine, JAMA and SHILAP Revista de lepidopterología.

In The Last Decade

Andrea Rotnitzky

76 papers receiving 8.8k citations

Hit Papers

Estimation of Regression Coefficients When Some Regressor... 1994 2026 2004 2015 1994 2012 1995 1999 1995 500 1000 1.5k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Estimation of Regression Coefficients When Some Regressors are not Always Observed
    1994 1.7k citations James M. Robins, Andrea Rotnitzky et al. Journal of the American Statistical Association profile →
  2. The Prevention and Treatment of Missing Data in Clinical Trials
    2012 1.2k citations Roderick J. A. Little, Ralph B. D’Agostino et al. New England Journal of Medicine profile →
  3. Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
    1995 1.1k citations James M. Robins, Andrea Rotnitzky et al. Journal of the American Statistical Association profile →
  4. Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models
    1999 693 citations Daniel O. Scharfstein, Andrea Rotnitzky et al. Journal of the American Statistical Association profile →
  5. Semiparametric Efficiency in Multivariate Regression Models with Missing Data
    1995 524 citations James M. Robins, Andrea Rotnitzky Journal of the American Statistical Association profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Andrea Rotnitzky United States 39 6.0k 1.4k 802 653 405 79 9.3k
Mark J. van der Laan United States 55 6.9k 1.2× 1.7k 1.3× 1.4k 1.7× 372 0.6× 499 1.2× 317 12.1k
Stijn Vansteelandt Belgium 44 3.3k 0.6× 1.2k 0.9× 315 0.4× 267 0.4× 229 0.6× 225 8.1k
D. Y. Lin United States 50 6.1k 1.0× 2.3k 1.7× 889 1.1× 187 0.3× 560 1.4× 146 15.0k
Anastasios A. Tsiatis United States 60 7.8k 1.3× 1.8k 1.3× 914 1.1× 187 0.3× 1.1k 2.8× 161 12.2k
Babette Brumback United States 35 3.1k 0.5× 1.5k 1.1× 360 0.4× 396 0.6× 142 0.4× 145 10.4k
Odd O. Aalen Norway 38 2.6k 0.4× 802 0.6× 666 0.8× 119 0.2× 374 0.9× 121 6.4k
Stephen Senn United Kingdom 42 2.7k 0.4× 1.3k 1.0× 287 0.4× 141 0.2× 656 1.6× 178 9.4k
Constantine Frangakis United States 42 2.1k 0.4× 1.1k 0.8× 465 0.6× 254 0.4× 162 0.4× 154 10.4k
Jon Wakefield United States 41 1.0k 0.2× 505 0.4× 432 0.5× 574 0.9× 245 0.6× 133 5.4k
Stephen W. Lagakos United States 36 2.1k 0.3× 651 0.5× 420 0.5× 133 0.2× 196 0.5× 116 6.4k

Countries citing papers authored by Andrea Rotnitzky

Since Specialization
Citations

This map shows the geographic impact of Andrea Rotnitzky's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Andrea Rotnitzky with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andrea Rotnitzky more than expected).

Fields of papers citing papers by Andrea Rotnitzky

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Andrea Rotnitzky. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Andrea Rotnitzky. The network helps show where Andrea Rotnitzky may publish in the future.

Co-authorship network of co-authors of Andrea Rotnitzky

This figure shows the co-authorship network connecting the top 25 collaborators of Andrea Rotnitzky. A scholar is included among the top collaborators of Andrea Rotnitzky based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Andrea Rotnitzky. Andrea Rotnitzky is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Carone, Marco & Andrea Rotnitzky. (2025). Reinforcement Learning for Finding Optimal Dynamic Treatment Regimes Using Observational Data. JAMA. 335(3). 267–267.
2.
Rotnitzky, Andrea, et al.. (2022). A note on efficient minimum cost adjustment sets in causal graphical models. SHILAP Revista de lepidopterología. 10(1). 174–189. 3 indexed citations
3.
Rotnitzky, Andrea, et al.. (2020). Efficient Adjustment Sets for Population Average Causal Treatment Effect Estimation in Graphical Models. Journal of Machine Learning Research. 21(188). 1–86. 17 indexed citations
4.
Robins, James M. & Andrea Rotnitzky. (2014). Discussion of “Dynamic treatment regimes: Technical challenges and applications”. Electronic Journal of Statistics. 8(1). 9 indexed citations
5.
Gilbert, Peter B., Xuesong Yu, & Andrea Rotnitzky. (2013). Optimal auxiliary-covariate-based two-phase sampling design for semiparametric efficient estimation of a mean or mean difference, with application to clinical trials. Statistics in Medicine. 33(6). 901–917. 11 indexed citations
6.
Little, Roderick J. A., Ralph B. D’Agostino, Michael L. Cohen, et al.. (2012). The Prevention and Treatment of Missing Data in Clinical Trials. New England Journal of Medicine. 367(14). 1355–1360. 1227 indexed citations breakdown →
7.
Orellana, Liliana, Andrea Rotnitzky, & James M. Robins. (2010). Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part II: Proofs of Results. The International Journal of Biostatistics. 6(2). Article 9–Article 9. 42 indexed citations
8.
Orellana, Liliana, Andrea Rotnitzky, & James M. Robins. (2010). Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part I: Main Content. The International Journal of Biostatistics. 6(2). Article 8–Article 8. 145 indexed citations
9.
Tchetgen, Eric J. Tchetgen, James M. Robins, & Andrea Rotnitzky. (2009). On doubly robust estimation in a semiparametric odds ratio model. Biometrika. 97(1). 171–180. 57 indexed citations
10.
Robins, James M., Liliana Orellana, & Andrea Rotnitzky. (2008). Estimation and extrapolation of optimal treatment and testing strategies. Statistics in Medicine. 27(23). 4678–4721. 146 indexed citations
11.
Page, John H. & Andrea Rotnitzky. (2008). Estimation of the disease-specific diagnostic marker distribution under verification bias. Computational Statistics & Data Analysis. 53(3). 707–717. 10 indexed citations
12.
Scharfstein, Daniel O., James M. Robins, Wesley Eddings, & Andrea Rotnitzky. (2001). Inference in Randomized Studies with Informative Censoring and Discrete Time‐to‐Event Endpoints. Biometrics. 57(2). 404–413. 39 indexed citations
13.
Robins, James M., Andrea Rotnitzky, & Mark van der Laan. (2000). Comment. Journal of the American Statistical Association. 95(450). 477–482. 14 indexed citations
14.
Scharfstein, Daniel O., Andrea Rotnitzky, & James M. Robins. (1999). Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models. Journal of the American Statistical Association. 94(448). 1096–1120. 693 indexed citations breakdown →
15.
Proctor, Susan P., Andrea Rotnitzky, David Sparrow, Scott T. Weiss, & Howard Hu. (1996). The Relationship of Blood Lead and Dietary Calcium to Blood Pressure in the Normative Aging Study. International Journal of Epidemiology. 25(3). 528–536. 11 indexed citations
16.
Kim, Rokho, Howard Hu, Andrea Rotnitzky, David Bellinger, & Herbert L. Needleman. (1996). Longitudinal Relationship between Dentin Lead Levels in Childhood and Bone Lead Levels in Young Adulthood. Archives of Environmental Health An International Journal. 51(5). 375–382. 19 indexed citations
17.
Rotnitzky, Andrea, et al.. (1995). Semi-parametric estimation of models for the means and covariances in the presence of missing data. Scandinavian Journal of Statistics. 22(3). 323–333. 18 indexed citations
18.
Su, Huey‐Jen, Andrea Rotnitzky, John D. Spengler, & Harriet A. Burge. (1992). Examination of fungi in domestic interiors by using factor analysis: Correlations and associations with home factors. [Cladosporium, Alternaria, Epicoccum, Aureobasidium, Aspergillus; Penicillium]. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 2 indexed citations
19.
Rotnitzky, Andrea & Nicholas P. Jewell. (1990). Hypothesis testing of regression parameters in semiparametric generalized linear models for cluster correlated data. Biometrika. 77(3). 485–497. 297 indexed citations
20.
Rotnitzky, Andrea & Nicholas P. Jewell. (1990). Hypothesis Testing of Regression Parameters in Semiparametric Generalized Linear Models for Cluster Correlated Data. Biometrika. 77(3). 485–485. 9 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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