Roberto S. Mariano
Roberto S. Mariano publishes mostly in Economics and Econometrics, Statistics and Probability and Finance, on topics such as Monetary Policy and Economic Impact, Advanced Statistical Methods and Models and Neural Networks and Applications.
- World rank
- #12,508 of 1,633,909 ranked researchers
- Rank in United States
- #6,040 of 358,040
- Works
- 49
- Citations
- 1.1k
- Citations per work
- 21.5
What does Roberto S. Mariano research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Economics and Econometrics16% of their works
- 2Statistics and Probability12% of their works
- 3Finance12% of their works
- 4General Economics, Econometrics and Finance12% of their works
- 5Control and Systems Engineering9% of their works
- 6Artificial Intelligence6% of their works
Research topics
Which keywords describe Roberto S. Mariano's research?
The keywords of their largest research topics: Fiscal Policy, Monetary Policy, Machine Learning, Neural Networks, Multicollinearity, Regression Analysis, Backpropagation Learning and Fault Detection.
- Variable Selection
- Self-Organizing Maps
- Process Monitoring
- Mortgage Credit Expansion
- Housing Supply
- Fault Detection
- Regression Analysis
- Neural Networks
- Monetary Policy
- Fiscal Policy
- Machine Learning
- Multicollinearity
- Backpropagation Learning
- Forecasting
- Model Predictive Control
- Optimization
- Regularization
- Time Series
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 18 words, with their numbers
- Fiscal Policy61 topic
- Monetary Policy61 topic
- Machine Learning42 topics
- Neural Networks42 topics
- Multicollinearity31 topic
- Regression Analysis31 topic
- Backpropagation Learning21 topic
- Fault Detection21 topic
- Forecasting21 topic
- Housing Supply21 topic
- Model Predictive Control21 topic
- Mortgage Credit Expansion21 topic
- Optimization21 topic
- Process Monitoring21 topic
- Regularization21 topic
- Self-Organizing Maps21 topic
- Time Series21 topic
- Variable Selection21 topic
Where does Roberto S. Mariano work?
Roberto S. Mariano's main affiliation in the publication record is University of Pennsylvania, United States.
How many publications and citations does Roberto S. Mariano have?
Science Explorer counts 49 works and 1,054 citations for Roberto S. Mariano, ranking #12,508 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.