Jeffrey S. Simonoff
Statistics and Probability · 2000–2015
A researcher in the Science corpus: 5 papers; trusts 26 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 25 citations into it
- Artificial Intelligence — 11 citations into it
- Optimization & Training — 8 citations into it
- Evaluation & Benchmarks — 7 citations into it
- Control and Systems Engineering — 6 citations into it
- Statistical Learning Theory — 6 citations into it
- Sociology and Political Science — 5 citations into it
Whom Jeffrey S. Simonoff trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Hui Zou
- Robert Tibshirani
- Grace Wahba
- Jianqing Fan
- Eric R. Ziegel
- David Ruppert
- J. Ross Quinlan
- Yuhong Yang
- Jerome H. Friedman
- K. Burnham
Who trusts Jeffrey S. Simonoff overall
- Allison Chang
- Wei-Yin Loh
- R. Caruana
- Iain Pardoe
- Gilad Mishne
- Maytal Saar-Tsechansky
- Jehoshua Eliashberg
- Foster J. Provost
Papers from Jeffrey S. Simonoff's perspective
Ordered by how strongly the researchers Jeffrey S. Simonoff trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- The Adaptive Lasso and Its Oracle Properties
- On Model Selection Consistency of Lasso
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- The Elements of Statistical Learning
- Smoothing noisy data with spline functions
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- Nonconcave penalized likelihood with a diverging number of parameters
- Information Theory and an Extension of the Maximum Likelihood Principle
- What Are Degrees of Freedom
Their papers
- Efficiency for Regularization Parameter Selection in Penalized Likelihood Estimation of Misspecified Models (2013) — 70 citations
- Predicting Movie Grosses: Winners and Losers, Blockbusters and Sleepers (2000) — 186 citations
- Non-White, No More: Effect Coding as an Alternative to Dummy Coding With Implications for Higher Education Researchers (2015) — 131 citations
- Exploring Innovative Entrepreneurship and Its Ties to Higher Educational Experiences (2012) — 113 citations
- Tree Induction vs. Logistic Regression: A Learning-Curve Analysis (2003) — 392 citations