Sonia Petrone
Impact in
- Statistics and Probability top 1%
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
- Statistical Distribution Estimation and Applications
- Artificial Intelligence top 2%
- Bayesian Methods and Mixture Models
- Gaussian Processes and Bayesian Inference
Papers in
-
- Bayesian Methods and Mixture Models 25
- Gaussian Processes and Bayesian Inference 5
- Bayesian Modeling and Causal Inference 2
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- Statistical Methods and Inference 17
- Statistical Methods and Bayesian Inference 10
- Markov Chains and Monte Carlo Methods 3
- Co-authors
- Giovanni De Petris (3 shared papers)Patrizia Campagnoli (3 shared papers)Larry Wasserman (1 shared paper)Sara Wade (4 shared papers)Alan E. Gelfand (1 shared paper)Michele Guindani (1 shared paper)Adrian E. Raftery (1 shared paper)Judith Rousseau (2 shared papers)
- Journals
- Journal of the Royal Statistical Society Series B (Statistical Methodology) (3 papers)Bernoulli (2 papers)Scandinavian Journal of Statistics (2 papers)Bayesian Analysis (2 papers)Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences (1 paper)
- Partner nations
- ItalyUnited StatesUnited Kingdom
In The Last Decade
Sonia Petrone
30 papers receiving 800 citations
Peers
Comparison fields: 5 of 100
- Statistics and Probability 442
- Artificial Intelligence 482
- Finance 77
- Statistics, Probability and Uncertainty 50
- Management Science and Operations Research 72
Countries citing papers authored by Sonia Petrone
This map shows the geographic impact of Sonia Petrone'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 Sonia Petrone with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sonia Petrone more than expected).
Fields of papers citing papers by Sonia Petrone
This network shows the impact of papers produced by Sonia Petrone. 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 Sonia Petrone. The network helps show where Sonia Petrone may publish in the future.
Co-authors
The 15 scholars most cited alongside Sonia Petrone, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 31 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2009 | 172 | |
| 2 | 1999 | 101 | |
| 3 | 1999 | 92 | |
| 4 | 2002 | 86 | |
| 5 | 2009 | 81 | |
| 6 | 2009 | 53 | |
| 7 | 1997 | 34 | |
| 8 | 2011 | 34 | |
| 9 | Improving prediction from dirichlet process mixtures via enrichment | 2014 | 28 |
| 10 | 2014 | 26 | |
| 11 | 1993 | 23 | |
| 12 | 2011 | 22 | |
| 13 | 2012 | 17 | |
| 14 | 2014 | 16 | |
| 15 | 2013 | 13 | |
| 16 | 2011 | 13 | |
| 17 | 2020 | 10 | |
| 18 | Feller operators and mixture priors in Bayesian nonparametrics | 2010 | 7 |
| 19 | 2012 | 7 | |
| 20 | 2002 | 6 |
About Sonia Petrone
Sonia Petrone is a scholar working on Artificial Intelligence, Statistics and Probability, Mathematical Physics, Control and Systems Engineering and Signal Processing, having authored 31 papers that have together received 865 indexed citations. Recurring topics across this work include Bayesian Methods and Mixture Models (25 papers), Statistical Methods and Inference (17 papers), Statistical Methods and Bayesian Inference (10 papers), Gaussian Processes and Bayesian Inference (5 papers), Markov Chains and Monte Carlo Methods (3 papers), Data Management and Algorithms (2 papers), Stochastic processes and statistical mechanics (2 papers) and Bayesian Modeling and Causal Inference (2 papers). The work is most often cited by research in Statistics and Probability (442 citations), Artificial Intelligence (482 citations), Finance (77 citations), Statistics, Probability and Uncertainty (50 citations) and Management Science and Operations Research (72 citations). Sonia Petrone has collaborated with scholars based in Italy, United States and United Kingdom. Frequent co-authors include Giovanni De Petris, Patrizia Campagnoli, Larry Wasserman, Sara Wade, Alan E. Gelfand, Michele Guindani, Adrian E. Raftery, Judith Rousseau, Pietro Muliere and Lorenzo Trippa. Their work appears in journals such as Journal of the Royal Statistical Society Series B (Statistical Methodology), Bernoulli, Scandinavian Journal of Statistics, Bayesian Analysis and Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences.
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.