Lucien Birgé
Lucien Birgé publishes mostly in Statistics and Probability, Control and Systems Engineering and Finance, on topics such as Statistical Methods and Inference, Control Systems and Identification and Bayesian Methods and Mixture Models.
- World rank
- #281,519 of 1,633,909 ranked researchers
- Rank in France
- #15,452 of 96,116
- Works
- 17
- Citations
- 180
- Citations per work
- 10.6
What does Lucien Birgé research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability47% of their works
- 2Control and Systems Engineering27% of their works
- 3Finance13% of their works
- 4Ocean Engineering7% of their works
- 5Artificial Intelligence7% of their works
Research topics
- Statistical Methods and Inference
- Control Systems and Identification
- Bayesian Methods and Mixture Models
- Fault Detection and Control Systems
- Reservoir Engineering and Simulation Methods
- Advanced Statistical Methods and Models
- Stochastic processes and financial applications
- Financial Risk and Volatility Modeling
Which keywords describe Lucien Birgé's research?
The keywords of their largest research topics: Model Selection, Regularization, Variable Selection, Parameter Estimation, System Identification, Clustering, Ensemble Kalman Filter and Fault Detection.
- Stochastic Calculus
- Process Monitoring
- Optimization
- Mixture Models
- Fault Detection
- Clustering
- Parameter Estimation
- Regularization
- Model Selection
- Variable Selection
- System Identification
- Ensemble Kalman Filter
- GARCH Models
- Multicollinearity
- Option Pricing
- Regression Analysis
- Volatility
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 Selection92 topics
- Regularization61 topic
- Variable Selection61 topic
- Parameter Estimation31 topic
- System Identification31 topic
- Clustering11 topic
- Ensemble Kalman Filter11 topic
- Fault Detection11 topic
- GARCH Models11 topic
- Mixture Models11 topic
- Multicollinearity11 topic
- Optimization11 topic
- Option Pricing11 topic
- Process Monitoring11 topic
- Regression Analysis11 topic
- Stochastic Calculus11 topic
- Volatility11 topic
Where does Lucien Birgé work?
Lucien Birgé's main affiliation in the publication record is Laboratoire de Probabilités et Modèles Aléatoires, France.
How many publications and citations does Lucien Birgé have?
Science Explorer counts 17 works and 180 citations for Lucien Birgé, ranking #281,519 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.