Jan Gertheiss

Statistics and Probability · 2009–2016

A researcher in the Science corpus: 3 papers; trusts 31 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 34 citations into it; #11,713 of 12,932 by trust here, #10,275 by citations
• Artificial Intelligence — 11 citations into it
• Statistical Learning Theory — 10 citations into it
• Control and Systems Engineering — 6 citations into it
• Optimization & Training — 6 citations into it

Whom Jan Gertheiss trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Robert Tibshirani
2. Peter Buhlmann
3. Ming Yuan
4. Hui Zou
5. Nicolai Meinshausen
6. Trevor J. Hastie
7. Alan Y. Chiang
8. Jianqing Fan
9. E.J. Candes
10. Bin Yu

Who trusts Jan Gertheiss overall

1. Gerhard E. Tutz

Papers from Jan Gertheiss's perspective

Ordered by how strongly the researchers Jan Gertheiss trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Model selection and estimation in regression with grouped variables
3. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
4. The Adaptive Lasso and Its Oracle Properties
5. The Elements of Statistical Learning
6. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
7. Spline Models for Observational Data
8. High-dimensional graphs and variable selection with the Lasso
9. Asymptotics for lasso-type estimators
10. Atomic Decomposition by Basis Pursuit

Their papers

• Random forests for functional covariates (2016) — 26 citations
• Sparse Modeling of Categorial Explanatory Variables (2011) — 99 citations
• Penalized Regression with Ordinal Predictors (2009) — 77 citations