James O. Berger
James O. Berger publishes mostly in Statistics and Probability, Artificial Intelligence and Management Science and Operations Research, on topics such as Bayesian Modeling and Causal Inference, Statistical Methods and Bayesian Inference and Statistical Methods and Inference.
- World rank
- #14,528 of 1,633,909 ranked researchers
- Rank in United States
- #6,947 of 358,040
- Works
- 72
- Citations
- 1k
- Citations per work
- 14.3
What does James O. Berger research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability28% of their works
- 2Artificial Intelligence24% of their works
- 3Management Science and Operations Research7% of their works
- 4Control and Systems Engineering3% of their works
- 5Statistics, Probability and Uncertainty3% of their works
- 6Environmental Engineering3% of their works
Research topics
Which keywords describe James O. Berger's research?
The keywords of their largest research topics: Bayesian Networks, Causal Inference, Model Selection, Bayesian Modeling, Multiple Imputation, Bayesian Inference, Regularization and Variable Selection.
- Sparse Regression
- Mineral Prospectivity
- Markov Chain
- Mixture Models
- Clustering
- Multicollinearity
- Variable Selection
- Bayesian Inference
- Bayesian Modeling
- Causal Inference
- Bayesian Networks
- Model Selection
- Multiple Imputation
- Regularization
- Variational Inference
- Regression Analysis
- Machine Learning
- Bayesian Monte Carlo
- Gaussian Processes
- Remote Sensing
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 20 words, with their numbers
- Bayesian Networks111 topic
- Causal Inference111 topic
- Model Selection92 topics
- Bayesian Modeling81 topic
- Multiple Imputation81 topic
- Bayesian Inference62 topics
- Regularization61 topic
- Variable Selection61 topic
- Variational Inference62 topics
- Multicollinearity51 topic
- Regression Analysis51 topic
- Clustering41 topic
- Machine Learning42 topics
- Mixture Models41 topic
- Bayesian Monte Carlo31 topic
- Markov Chain31 topic
- Gaussian Processes21 topic
- Mineral Prospectivity21 topic
- Remote Sensing21 topic
- Sparse Regression21 topic
Where does James O. Berger work?
James O. Berger's main affiliation in the publication record is Duke University, United States.
How many publications and citations does James O. Berger have?
Science Explorer counts 72 works and 1,026 citations for James O. Berger, ranking #14,528 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.