Ilya Shpitser
- Statistics and Probability top 0.5%
- Advanced Causal Inference Techniques 32
- Statistical Methods and Inference 17
- Statistical Methods and Bayesian Inference 13
- Statistical Methods in Clinical Trials 4
- Artificial Intelligence top 2%
- Bayesian Modeling and Causal Inference 27
- Machine Learning and Algorithms 9
- Otorhinolaryngology top 5%
- Head and Neck Cancer Studies 6
- Health Informatics top 10%
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- Health Systems, Economic Evaluations, Quality of Life 5
- Co-authors
- Tyler J. VanderWeeleJudea PearlEric J. Tchetgen TchetgenChen AvinBrian MilchBhaskara MarthiStuart RussellHanna Pasula
- Cited by
- Statistics and ProbabilityManagement Science and Operations ResearchArtificial Intelligence
- Journals
- SHILAP Revista de lepidopterología (2 papers)Journal of the American Statistical Association (2 papers)PLoS ONE (1 paper)
- 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
- Management Science and Operations Research 200
- Artificial Intelligence 517
- Otorhinolaryngology 69
- Health Informatics 20
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
The 25 scholars most cited alongside Ilya Shpitser, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2023 | 2 | |
| 2 | 2023 | 5 | |
| 3 | 2023 | 3 | |
| 4 | 2023 | 2 | |
| 5 | 2020 | 35 | |
| 6 | 2019 | 23 | |
| 7 | 2018 | 5 | |
| 8 | 2018 | 26 | |
| 9 | Consistent Estimation of Functions of Data Missing Non-Monotonically and Not at Random | 2016 | 4 |
| 10 | Segregated graphs and marginals of chain graph models | 2015 | 1 |
| 11 | Missing data as a causal and probabilistic problem | 2015 | 13 |
| 12 | Sparse nested Markov models with log-linear parameters | 2013 | 1 |
| 13 | 2012 | 18 | |
| 14 | An efficient algorithm for computing interventional distributions in latent variable causal models | 2011 | 7 |
| 15 | Testing edges by truncations | 2009 | 8 |
| 16 | Dormant independence | 2008 | 19 |
| 17 | Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models | 2006 | 79 |
| 18 | Identification of Conditional Interventional Distributions | 2006 | 15 |
| 19 | Identifiability of path-specific effects | 2005 | 127 |
| 20 | Identity Uncertainty and Citation Matching | 2002 | 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), Statistical Methods and Inference (17 papers), Statistical Methods and Bayesian Inference (13 papers), Machine Learning and Algorithms (9 papers), Head and Neck Cancer Studies (6 papers), Health Systems, Economic Evaluations, Quality of Life (5 papers) and Statistical Methods in Clinical Trials (4 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.