Ilya Shpitser

3.7k total citations
73 papers, 1.9k citations indexed

About

Ilya Shpitser is a scholar working on Statistics and Probability, Artificial Intelligence and Cardiology and Cardiovascular Medicine. According to data from OpenAlex, Ilya Shpitser has authored 73 papers receiving a total of 1.9k indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Statistics and Probability, 32 papers in Artificial Intelligence and 8 papers in Cardiology and Cardiovascular Medicine. Recurrent topics in Ilya Shpitser's work include Advanced Causal Inference Techniques (32 papers), Bayesian Modeling and Causal Inference (27 papers) and Statistical Methods and Inference (17 papers). Ilya Shpitser is often cited by papers focused on Advanced Causal Inference Techniques (32 papers), Bayesian Modeling and Causal Inference (27 papers) and Statistical Methods and Inference (17 papers). Ilya Shpitser collaborates with scholars based in United States, United Kingdom and Germany. Ilya Shpitser's co-authors include Tyler J. VanderWeele, Judea Pearl, Eric J. Tchetgen Tchetgen, Chen Avin, Brian Milch, Bhaskara Marthi, Stuart Russell, Hanna Pasula, James M. Robins and Isabel Fulcher and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of the American Statistical Association and PLoS ONE.

In The Last Decade

Ilya Shpitser

68 papers receiving 1.8k citations

Peers

Ilya Shpitser

MSOR

PRM

Bibhas Chakraborty United States

Xavier Bry France

Daniel J. Lizotte Canada

Dipankar Bandyopadhyay United States

Thomas Jaki United Kingdom

Jacobo de Uña‐Álvarez Spain

Daowen Zhang United States

Peter W. Solenberger United States

Stuart G. Baker United States

Vanessa Didelez Germany

Bibhas Chakraborty United States

Ilya Shpitser

644 ×0.8

353 ×0.7

278 ×1.2

107 ×0.5

MSOR

65 ×0.5

PRM

Citations per year, relative to Ilya Shpitser Ilya Shpitser (= 1×) peers Bibhas Chakraborty

Countries citing papers authored by Ilya Shpitser

Since Specialization

Citations

This map shows the geographic impact of Ilya Shpitser'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 Ilya Shpitser with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ilya Shpitser more than expected).

Fields of papers citing papers by Ilya Shpitser

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ilya Shpitser. 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 Ilya Shpitser. The network helps show where Ilya Shpitser may publish in the future.

Co-authorship network of co-authors of Ilya Shpitser

This figure shows the co-authorship network connecting the top 25 collaborators of Ilya Shpitser. A scholar is included among the top collaborators of Ilya Shpitser 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 Ilya Shpitser. Ilya Shpitser is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Hannum, Susan M., Jill A. Marsteller, Ayşe P. Gürses, et al.. (2023). Controlling the chaos: Information management in home-infusion central-line–associated bloodstream infection (CLABSI) surveillance. SHILAP Revista de lepidopterología. 3(1). e69–e69. 2 indexed citations

Keller, Sara C., Susan M. Hannum, Alejandra Salinas, et al.. (2023). Implementing and validating a home-infusion central-line–associated bloodstream infection surveillance definition. Infection Control and Hospital Epidemiology. 44(11). 1748–1759. 5 indexed citations

Miao, Wang, et al.. (2023). A Self-Censoring Model for Multivariate Nonignorable Nonmonotone Missing Data. Biometrics. 79(4). 3203–3214. 3 indexed citations

Andrews, Ryan M., Ilya Shpitser, Vanessa Didelez, et al.. (2023). Examining the Causal Mediating Role of Cardiovascular Disease on the Effect of Subclinical Cardiovascular Disease on Cognitive Impairment via Separable Effects. The Journals of Gerontology Series A. 78(7). 1172–1178. 2 indexed citations

Tchetgen, Eric J. Tchetgen, Isabel Fulcher, & Ilya Shpitser. (2020). Auto-G-Computation of Causal Effects on a Network. PubMed Central. 35 indexed citations

Han, Peijin, Zhi Cheng, Michael R. Bowers, et al.. (2019). Spatial Radiation Dose Influence on Xerostomia Recovery and Its Comparison to Acute Incidence in Patients With Head and Neck Cancer. Advances in Radiation Oncology. 5(2). 221–230. 23 indexed citations

Page, B.R., Peijin Han, Luke Peng, et al.. (2018). Gender Differences in Radiation Therapy Effects in Male and Female Patients With Head and Neck Cancer. International Journal of Radiation Oncology*Biology*Physics. 100(5). 1400–1401. 5 indexed citations

Wood-Doughty, Zach, Ilya Shpitser, & Mark Dredze. (2018). Challenges of Using Text Classifiers for Causal Inference. PubMed. 2018. 4586–4598. 26 indexed citations

Shpitser, Ilya. (2016). Consistent Estimation of Functions of Data Missing Non-Monotonically and Not at Random. Neural Information Processing Systems. 29. 3144–3152. 4 indexed citations

10.

Shpitser, Ilya. (2015). Segregated graphs and marginals of chain graph models. Neural Information Processing Systems. 28. 1720–1728. 1 indexed citations

11.

Shpitser, Ilya, Karthika Mohan, & Judea Pearl. (2015). Missing data as a causal and probabilistic problem. Uncertainty in Artificial Intelligence. 802–811. 13 indexed citations

12.

Shpitser, Ilya, Robin J. Evans, Thomas S. Richardson, & James M. Robins. (2013). Sparse nested Markov models with log-linear parameters. ePrints Soton (University of Southampton). 1 indexed citations

13.

Shpitser, Ilya & Judea Pearl. (2012). Effects of Treatment on the Treated: Identification and Generalization. arXiv (Cornell University). 514–521. 18 indexed citations

14.

Shpitser, Ilya, Thomas S. Richardson, & James M. Robins. (2011). An efficient algorithm for computing interventional distributions in latent variable causal models. ePrints Soton (University of Southampton). 661–670. 7 indexed citations

15.

Shpitser, Ilya, Thomas S. Richardson, & James M. Robins. (2009). Testing edges by truncations. ePrints Soton (University of Southampton). 1957–1963. 8 indexed citations

16.

Shpitser, Ilya & Judea Pearl. (2008). Dormant independence. ePrints Soton (University of Southampton). 1081–1087. 19 indexed citations

17.

Shpitser, Ilya & Judea Pearl. (2006). Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models. eScholarship (California Digital Library). 1219–1226. 79 indexed citations

18.

Shpitser, Ilya & Judea Pearl. (2006). Identification of Conditional Interventional Distributions. eScholarship (California Digital Library). 437–444. 15 indexed citations

19.

Avin, Chen, Ilya Shpitser, & Judea Pearl. (2005). Identifiability of path-specific effects. eScholarship (California Digital Library). 357–363. 127 indexed citations

20.

Pasula, Hanna, Bhaskara Marthi, Brian Milch, Stuart Russell, & Ilya Shpitser. (2002). Identity Uncertainty and Citation Matching. Neural Information Processing Systems. 15. 1425–1432. 176 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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