David Firth
David Firth publishes mostly in Statistics and Probability, Artificial Intelligence and Nuclear and High Energy Physics, on topics such as Advanced Statistical Methods and Models, Statistical Methods and Bayesian Inference and Data Analysis with R.
- World rank
- #493,234 of 1,633,909 ranked researchers
- Rank in United States
- #164,765 of 358,040
- Works
- 48
- Citations
- 192
- Citations per work
- 4.0
What does David Firth research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability25% of their works
- 2Artificial Intelligence12% of their works
- 3Nuclear and High Energy Physics6% of their works
- 4Sociology and Political Science6% of their works
- 5Management Science and Operations Research3% of their works
- 6Mechanical Engineering3% of their works
Research topics
- Advanced Statistical Methods and Models
- Statistical Methods and Bayesian Inference
- Data Analysis with R
- Statistical Methods and Inference
- Bayesian Modeling and Causal Inference
- Statistical Distribution Estimation and Applications
- Statistical Methods and Applications
- Particle physics theoretical and experimental studies
Which keywords describe David Firth's research?
The keywords of their largest research topics: Principal Component Analysis, Regression Analysis, Machine Learning, Model Selection, Statistical Modeling, Bayesian Modeling, Multicollinearity and Multiple Imputation.
- Particle Physics
- High-Energy Collider
- Data Reduction
- Bayesian Networks
- Statistical Analysis
- R language
- Multiple Imputation
- Bayesian Modeling
- Model Selection
- Regression Analysis
- Principal Component Analysis
- Machine Learning
- Statistical Modeling
- Multicollinearity
- Outlier Detection
- Regularization
- Variable Selection
- Causal Inference
- Generalized Exponential
- Multivariate Analysis
- Skew Distributions
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 21 words, with their numbers
- Principal Component Analysis62 topics
- Regression Analysis62 topics
- Machine Learning52 topics
- Model Selection52 topics
- Statistical Modeling52 topics
- Bayesian Modeling41 topic
- Multicollinearity41 topic
- Multiple Imputation41 topic
- Outlier Detection41 topic
- R language31 topic
- Regularization31 topic
- Statistical Analysis31 topic
- Variable Selection31 topic
- Bayesian Networks21 topic
- Causal Inference21 topic
- Data Reduction21 topic
- Generalized Exponential21 topic
- High-Energy Collider21 topic
- Multivariate Analysis21 topic
- Particle Physics21 topic
- Skew Distributions21 topic
Where does David Firth work?
David Firth's main affiliation in the publication record is University of Montana, United States.
How many publications and citations does David Firth have?
Science Explorer counts 48 works and 192 citations for David Firth, ranking #493,234 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.