Peter Bühlmann
Peter Bühlmann publishes mostly in Statistics and Probability, Artificial Intelligence and Molecular Biology, on topics such as Statistical Methods and Inference, Bayesian Modeling and Causal Inference and Statistical Methods and Bayesian Inference.
- World rank
- #11,436 of 1,633,909 ranked researchers
- Rank in Switzerland
- #255 of 19,404
- Works
- 89
- Citations
- 1.2k
- Citations per work
- 13.7
What does Peter Bühlmann research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability34% of their works
- 2Artificial Intelligence26% of their works
- 3Molecular Biology7% of their works
- 4Finance6% of their works
- 5Computer Vision and Pattern Recognition3% of their works
- 6Economics and Econometrics3% of their works
Research topics
- Statistical Methods and Inference
- Bayesian Modeling and Causal Inference
- Statistical Methods and Bayesian Inference
- Financial Risk and Volatility Modeling
- Bayesian Methods and Mixture Models
- Gene expression and cancer classification
- Machine Learning and Data Classification
- Advanced Statistical Methods and Models
Which keywords describe Peter Bühlmann's research?
The keywords of their largest research topics: Regularization, Variable Selection, Bayesian Networks, Causal Inference, Clustering, Bayesian Modeling, Multiple Imputation and GARCH Models.
- Noisy Labels
- Microarray
- Gene Expression
- Bayesian Inference
- GARCH Models
- Bayesian Modeling
- Causal Inference
- Variable Selection
- Regularization
- Bayesian Networks
- Clustering
- Multiple Imputation
- Volatility
- Mixture Models
- Hyperparameter Optimization
- Multicollinearity
- Regression Analysis
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 17 words, with their numbers
- Regularization191 topic
- Variable Selection191 topic
- Bayesian Networks91 topic
- Causal Inference91 topic
- Clustering82 topics
- Bayesian Modeling71 topic
- Multiple Imputation71 topic
- GARCH Models61 topic
- Volatility61 topic
- Bayesian Inference51 topic
- Mixture Models51 topic
- Gene Expression31 topic
- Hyperparameter Optimization31 topic
- Microarray31 topic
- Multicollinearity31 topic
- Noisy Labels31 topic
- Regression Analysis31 topic
Where does Peter Bühlmann work?
Peter Bühlmann's main affiliation in the publication record is ETH Zurich, Switzerland.
How many publications and citations does Peter Bühlmann have?
Science Explorer counts 89 works and 1,217 citations for Peter Bühlmann, ranking #11,436 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.