Aad van der Vaart
Aad van der Vaart publishes mostly in Statistics and Probability, Artificial Intelligence and Mathematical Physics, on topics such as Statistical Methods and Inference, Statistical Methods and Bayesian Inference and Bayesian Methods and Mixture Models.
- World rank
- #145,867 of 1,633,909 ranked researchers
- Rank in Netherlands
- #3,292 of 23,481
- Works
- 66
- Citations
- 470
- Citations per work
- 7.1
What does Aad van der Vaart research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability41% of their works
- 2Artificial Intelligence13% of their works
- 3Mathematical Physics5% of their works
- 4Molecular Biology5% of their works
- 5Geometry and Topology4% of their works
- 6Finance4% of their works
Research topics
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
- Bayesian Methods and Mixture Models
- Advanced Statistical Methods and Models
- Gene expression and cancer classification
- Financial Risk and Volatility Modeling
- Machine Learning in Bioinformatics
- Advanced Proteomics Techniques and Applications
Which keywords describe Aad van der Vaart's research?
The keywords of their largest research topics: Regularization, Variable Selection, Bayesian Modeling, Clustering, Multiple Imputation, Bayesian Inference, Mixture Models and Multicollinearity.
- Proteomics
- Mass Spectrometry
- Microarray
- GARCH Models
- Bioinformatics
- Multicollinearity
- Bayesian Inference
- Clustering
- Variable Selection
- Regularization
- Bayesian Modeling
- Multiple Imputation
- Mixture Models
- Regression Analysis
- Machine Learning
- Gene Expression
- Volatility
- Protein
- Subcellular Localization
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 19 words, with their numbers
- Regularization171 topic
- Variable Selection171 topic
- Bayesian Modeling121 topic
- Clustering122 topics
- Multiple Imputation121 topic
- Bayesian Inference91 topic
- Mixture Models91 topic
- Multicollinearity71 topic
- Regression Analysis71 topic
- Bioinformatics52 topics
- Machine Learning52 topics
- GARCH Models31 topic
- Gene Expression31 topic
- Microarray31 topic
- Volatility31 topic
- Mass Spectrometry21 topic
- Protein21 topic
- Proteomics21 topic
- Subcellular Localization21 topic
Where does Aad van der Vaart work?
Aad van der Vaart's main affiliation in the publication record is Leiden University, Netherlands.
How many publications and citations does Aad van der Vaart have?
Science Explorer counts 66 works and 470 citations for Aad van der Vaart, ranking #145,867 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.