Peter Carbonetto
Impact in
Papers in
- Genetics 17
- Genetic and phenotypic traits in livestock 12
- Genetic Associations and Epidemiology 8
- Genetic Mapping and Diversity in Plants and Animals 8
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- Gene expression and cancer classification 5
- Single-cell and spatial transcriptomics 3
- Co-authors
- Matthew Stephens (16 shared papers)Xiang Zhou (1 shared paper)Gao Wang (4 shared papers)Abhishek Sarkar (3 shared papers)Abraham A. Palmer (6 shared papers)Sarah Urbut (1 shared paper)Laura J. Sittig (2 shared papers)Yuxin Zou (2 shared papers)
- Journals
- PLoS Genetics (5 papers)Nature Genetics (3 papers)Bioinformatics (1 paper)Nature Communications (1 paper)Heredity (1 paper)
- Partner nations
- United StatesCanadaUnited Kingdom
In The Last Decade
Peter Carbonetto
31 papers receiving 1.9k citations
Peter Carbonetto's Hit Papers
Peers
Comparison fields: 5 of 155
- Genetics 1.2k
- Aging 21
- Statistics and Probability 94
- Molecular Biology 748
- Biological Psychiatry 22
Countries citing papers authored by Peter Carbonetto
This map shows the geographic impact of Peter Carbonetto'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 Peter Carbonetto with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Peter Carbonetto more than expected).
Fields of papers citing papers by Peter Carbonetto
This network shows the impact of papers produced by Peter Carbonetto. 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 Peter Carbonetto. The network helps show where Peter Carbonetto may publish in the future.
Co-authors
The 25 scholars most cited alongside Peter Carbonetto, 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 33 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Polygenic Modeling with Bayesian Sparse Linear Mixed Models Hit paper breakdown → | 2013 | 531 |
| 2 | A Simple New Approach to Variable Selection in Regression, with Application to Genetic Fine Mapping Hit paper breakdown → | 2020 | 371 |
| 3 | 2018 | 184 | |
| 4 | 2016 | 168 | |
| 5 | 2012 | 143 | |
| 6 | Fine-mapping from summary data with the “Sum of Single Effects” model Hit paper breakdown → | 2022 | 109 |
| 7 | 2016 | 76 | |
| 8 | 2017 | 61 | |
| 9 | 2015 | 48 | |
| 10 | 2013 | 46 | |
| 11 | 2018 | 35 | |
| 12 | 2024 | 34 | |
| 13 | 2014 | 30 | |
| 14 | 2007 | 29 | |
| 15 | Bayesian Feature Weighting for Unsupervised Learning, with Application to Object Recognition | 2003 | 23 |
| 16 | 2003 | 11 | |
| 17 | 2023 | 10 | |
| 18 | An interior-point stochastic approximation method and an L1-regularized delta rule | 2008 | 8 |
| 19 | A Stochastic approximation method for inference in probabilistic graphical models | 2009 | 7 |
| 20 | 2012 | 7 |
About Peter Carbonetto
Peter Carbonetto is a scholar working on Genetics, Molecular Biology, Artificial Intelligence, Computer Vision and Pattern Recognition and Statistics and Probability, having authored 33 papers that have together received 2.0k indexed citations. Recurring topics across this work include Genetic and phenotypic traits in livestock (12 papers), Genetic Associations and Epidemiology (8 papers), Genetic Mapping and Diversity in Plants and Animals (8 papers), Gene expression and cancer classification (5 papers), Statistical Methods and Inference (4 papers), Single-cell and spatial transcriptomics (3 papers), Advanced Image and Video Retrieval Techniques (3 papers) and Bayesian Methods and Mixture Models (3 papers). The work is most often cited by research in Genetics (1.2k citations), Aging (21 citations), Statistics and Probability (94 citations), Molecular Biology (748 citations) and Biological Psychiatry (22 citations). Peter Carbonetto has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include Matthew Stephens, Xiang Zhou, Gao Wang, Abhishek Sarkar, Abraham A. Palmer, Sarah Urbut, Laura J. Sittig, Yuxin Zou, Nando de Freitas and Clarissa C. Parker. Their work appears in journals such as PLoS Genetics, Nature Genetics, Bioinformatics, Nature Communications and Heredity.
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.