Paul Doukhan
Paul Doukhan publishes mostly in Statistics and Probability, Finance and Artificial Intelligence, on topics such as Statistical Methods and Inference, Financial Risk and Volatility Modeling and Bayesian Methods and Mixture Models.
- World rank
- #294,116 of 1,633,909 ranked researchers
- Rank in France
- #16,295 of 96,116
- Works
- 39
- Citations
- 178
- Citations per work
- 4.6
What does Paul Doukhan 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
- 2Finance22% of their works
- 3Artificial Intelligence15% of their works
- 4Mathematical Physics11% of their works
- 5Management Science and Operations Research6% of their works
- 6Computational Theory and Mathematics4% of their works
Research topics
Which keywords describe Paul Doukhan's research?
The keywords of their largest research topics: Model Selection, Regularization, Variable Selection, GARCH Models, Volatility, Clustering, Mixture Models and Option Pricing.
- Dynamical Systems
- Bayesian Monte Carlo
- Risk
- Insurance
- Option Pricing
- Clustering
- GARCH Models
- Regularization
- Model Selection
- Variable Selection
- Volatility
- Mixture Models
- Stochastic Calculus
- Interacting Particle Systems
- Scaling Limits
- Chaos
- Markov Chain
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
- Model Selection102 topics
- Regularization81 topic
- Variable Selection81 topic
- GARCH Models61 topic
- Volatility61 topic
- Clustering51 topic
- Mixture Models51 topic
- Option Pricing41 topic
- Stochastic Calculus41 topic
- Insurance31 topic
- Interacting Particle Systems31 topic
- Risk31 topic
- Scaling Limits31 topic
- Bayesian Monte Carlo21 topic
- Chaos21 topic
- Dynamical Systems21 topic
- Markov Chain21 topic
Where does Paul Doukhan work?
Paul Doukhan's main affiliation in the publication record is Centre de Recherche en Économie et Statistique, France.
How many publications and citations does Paul Doukhan have?
Science Explorer counts 39 works and 178 citations for Paul Doukhan, ranking #294,116 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.