Y. Liu

Statistics and Probability · with Feng · 2016

A researcher in the Science corpus: 1 paper; trusts 5 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 7 citations into it

Whom Y. Liu trusts overall

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

1. Robert Tibshirani
2. Trevor J. Hastie
3. Nicolai Meinshausen
4. Jianqing Fan
5. Geert Verbeke
6. M. Azur
7. Runze Li
8. Leo Breiman
9. P. Buehlmann
10. Geert Molenberghs

Papers from Y. Liu's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Random Forests
3. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
4. Model selection and estimation in regression with grouped variables
5. Stability selection
6. Addendum: Regularization and variable selection via the elastic net
7. Estimating the Dimension of a Model
8. PATHWISE COORDINATE OPTIMIZATION
9. Asymptotics for lasso-type estimators
10. On Model Selection Consistency of Lasso

Their papers

• VARIABLE SELECTION AND PREDICTION WITH INCOMPLETE HIGH-DIMENSIONAL DATA (2016) — 52 citations