Elena Dumitrescu
Economics and Econometrics · 2010–2021
A researcher in the Science corpus: 3 papers; trusts 24 researchers and is trusted by 80 researchers here, as inferred from the citation graph.
Subfields
- Economics and Econometrics — 25 citations into it; #901 of 23,481 by trust here, #1,282 by citations
- Finance — 15 citations into it; #8,303 of 10,518 by trust here, #9,725 by citations
- Statistics and Probability — 13 citations into it
- Artificial Intelligence — 12 citations into it
- Evaluation & Benchmarks — 5 citations into it
Whom Elena Dumitrescu trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Clive W. J. Granger
- László Kónya
- Hui Zou
- Trevor J. Hastie
- David Ruppert
- Peter Buhlmann
- Thomas G. Dietterich
- Houtao Deng
- Jerome H. Friedman
- Robert Tibshirani
Who trusts Elena Dumitrescu overall
- S. Paramati
- Md. Mahmudul Alam
- Alper Aslan
- Muhammad Shahbaz
- Wen-Cheng Lu
- C. Tugcu
- Jagadish Prasad Bist
- D. Coulibaly
- Emrah Koçak
- Kangyin Dong
Papers from Elena Dumitrescu's perspective
Ordered by how strongly the researchers Elena Dumitrescu trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Bagging Predictors
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Addendum: Regularization and variable selection via the elastic net
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- Random Forests
- The Adaptive Lasso and Its Oracle Properties
- Regularization Paths for Generalized Linear Models via Coordinate Descent
- Ridge Regression: Biased Estimation for Nonorthogonal Problems
- The Nature of Statistical Learning Theory
Their papers
- Testing for Granger Non-causality in Heterogeneous Panels (2012) — 5,289 citations
- How to Evaluate an Early-Warning System: Toward a Unified Statistical Framework for Assessing Financial Crises Forecasting Methods (2010) — 120 citations
- Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects (2021) — 397 citations