Ilya Shpitser
- Statistics and Probability top 0.5%
- Artificial Intelligence top 2%
- Economics and Econometrics top 5%
- Management Science and Operations Research top 5%
- Pulmonary and Respiratory Medicine
- Co-authors
- Tyler J. VanderWeeleJudea PearlEric J. Tchetgen TchetgenChen AvinBrian MilchBhaskara MarthiStuart RussellHanna Pasula
- Topics
- Advanced Causal Inference Techniques (32 papers)Bayesian Modeling and Causal Inference (27 papers)Statistical Methods and Inference (17 papers)
- Cited by
- Statistics and ProbabilityManagement Science and Operations ResearchArtificial Intelligence
- Journals
- SHILAP Revista de lepidopterologíaJournal of the American Statistical AssociationPLoS ONE
- Partner nations
- United StatesUnited KingdomGermany
In The Last Decade
Ilya Shpitser
68 papers receiving 1.8k citations
Peers
Comparison fields: 5 of 161
- Statistics and Probability 842
- Artificial Intelligence 517
- Economics and Econometrics 230
- Management Science and Operations Research 200
- Pulmonary and Respiratory Medicine 123
Countries citing papers authored by Ilya Shpitser
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
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
| # | Work | Indexed citations |
|---|---|---|
| 1 | 2 | |
| 2 | 5 | |
| 3 | 3 | |
| 4 | 2 | |
| 5 | 35 | |
| 6 | 23 | |
| 7 | 5 | |
| 8 | 26 | |
| 9 | Consistent Estimation of Functions of Data Missing Non-Monotonically and Not at Random | 4 |
| 10 | Segregated graphs and marginals of chain graph models | 1 |
| 11 | Missing data as a causal and probabilistic problem | 13 |
| 12 | Sparse nested Markov models with log-linear parameters | 1 |
| 13 | 18 | |
| 14 | An efficient algorithm for computing interventional distributions in latent variable causal models | 7 |
| 15 | Testing edges by truncations | 8 |
| 16 | Dormant independence | 19 |
| 17 | Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models | 79 |
| 18 | Identification of Conditional Interventional Distributions | 15 |
| 19 | Identifiability of path-specific effects | 127 |
| 20 | Identity Uncertainty and Citation Matching | 176 |
About Ilya Shpitser
Ilya Shpitser is a scholar working on Statistics and Probability, Health Informatics and Otorhinolaryngology, having authored 73 papers that have together received 1.9k indexed citations. Recurring topics across this work include Advanced Causal Inference Techniques (32 papers), Bayesian Modeling and Causal Inference (27 papers) and Statistical Methods and Inference (17 papers). The work is most often cited by research in Statistics and Probability (842 citations), Management Science and Operations Research (200 citations) and Artificial Intelligence (517 citations). Ilya Shpitser has collaborated with scholars based in United States, United Kingdom and Germany. Frequent 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. Their work appears in journals such as SHILAP Revista de lepidopterología, Journal of the American Statistical Association and PLoS ONE.
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.