Tim Hesterberg
Statistics and Probability · with Chihara · 1995–2011
A researcher in the Science corpus: 5 papers; trusts 23 researchers and is trusted by 262 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 37 citations into it; #6,438 of 12,932 by trust here, #6,310 by citations
- Artificial Intelligence — 14 citations into it; #1,095 of 35,345 by trust here, #4,682 by citations
- Control and Systems Engineering — 9 citations into it
- Statistical Learning Theory — 8 citations into it
- Optimization & Training — 8 citations into it; #256 of 2,601 by trust here, #1,009 by citations
- Computational Mechanics — 7 citations into it
- Computer Vision and Pattern Recognition — 5 citations into it
- Management Science and Operations Research — 5 citations into it; #62 of 11,946 by trust here, #490 by citations
Whom Tim Hesterberg trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Trevor J. Hastie
- Robert Tibshirani
- Ming Yuan
- Yi Lin
- Hui Zou
- Michael R. Osborne
- Cun-Hui Zhang
- Jerome H. Friedman
- Hao Helen Zhang
- Art B. Owen
Who trusts Tim Hesterberg overall
- Jan Peters
- Guanghui Lan
- Saeed Ghadimi
- Ziyang Tang
- Qiang Liu
- Radford M. Neal
- Pierre Del Moral
- A. Mahmood
- Lihong Li
- Jean-Marie Cornuet
Papers from Tim Hesterberg's perspective
Ordered by how strongly the researchers Tim Hesterberg trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Addendum: Regularization and variable selection via the elastic net
- Atomic Decomposition by Basis Pursuit
- Model selection and estimation in regression with grouped variables
- © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
- On Model Selection Consistency of Lasso
- On the LASSO and its Dual
- Asymptotics for lasso-type estimators
- A new approach to variable selection in least squares problems
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
Their papers
- Monte Carlo Strategies in Scientific Computing (2002) — 2,328 citations
- Least angle and ℓ1 penalized regression: A review (2008) — 310 citations
- Mathematical Statistics with Resampling and R (2011) — 113 citations
- Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control (2004) — 1,336 citations
- Weighted Average Importance Sampling and Defensive Mixture Distributions (1995)