David Fairley
David Fairley publishes mostly in Statistics and Probability, Artificial Intelligence and Economics and Econometrics, on topics such as Advanced Statistical Methods and Models, Statistical Methods and Inference and Statistical Methods and Bayesian Inference.
- World rank
- #1,305,029 of 1,633,909 ranked researchers
- Rank in United States
- #311,628 of 358,040
- Works
- 16
- Citations
- 31
- Citations per work
- 1.9
What does David Fairley research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability53% of their works
- 2Artificial Intelligence13% of their works
- 3Economics and Econometrics13% of their works
- 4Plant Science7% of their works
- 5Statistics, Probability and Uncertainty7% of their works
- 6Control and Systems Engineering7% of their works
Research topics
Which keywords describe David Fairley's research?
The keywords of their largest research topics: Principal Component Analysis, Bayesian Modeling, Eigenvalues, Multicollinearity, Multiple Imputation, Random Matrix Theory, Regression Analysis and Regularization.
- Mixture Models
- Fault Detection
- Clustering
- Bayesian Networks
- Regularization
- Random Matrix Theory
- Multicollinearity
- Bayesian Modeling
- Principal Component Analysis
- Eigenvalues
- Multiple Imputation
- Regression Analysis
- Variable Selection
- Causal Inference
- Dormancy
- Fruit Trees
- Process Monitoring
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
- Principal Component Analysis42 topics
- Bayesian Modeling21 topic
- Eigenvalues21 topic
- Multicollinearity21 topic
- Multiple Imputation21 topic
- Random Matrix Theory21 topic
- Regression Analysis21 topic
- Regularization21 topic
- Variable Selection21 topic
- Bayesian Networks11 topic
- Causal Inference11 topic
- Clustering11 topic
- Dormancy11 topic
- Fault Detection11 topic
- Fruit Trees11 topic
- Mixture Models11 topic
- Process Monitoring11 topic
Where does David Fairley work?
David Fairley's main affiliation in the publication record is Bay Area Air Quality Management District, United States.
How many publications and citations does David Fairley have?
Science Explorer counts 16 works and 31 citations for David Fairley, ranking #1,305,029 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.