Jin Liu

Genetics · with Chen · 2013–2018

A researcher in the Science corpus: 2 papers; trusts 13 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Genetics — 30 citations into it
• Statistics and Probability — 19 citations into it
• Computational Mechanics — 5 citations into it

Whom Jin Liu trusts overall

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

1. Robert Tibshirani
2. Hui Zou
3. Trevor J. Hastie
4. Hirotugu Akaike
5. Jerome H. Friedman
6. Jianqing Fan
7. Keith Knight
8. Cun-Hui Zhang
9. Rahul Mazumder
10. Tong Tong Wu

Papers from Jin Liu's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Asymptotics for lasso-type estimators
3. The Adaptive Lasso and Its Oracle Properties
4. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
5. On Model Selection Consistency of Lasso
6. Model selection and estimation in regression with grouped variables
7. Sparsity and smoothness via the fused lasso
8. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
9. Ideal spatial adaptation by wavelet shrinkage
10. A new look at the statistical model identification

Their papers

• Bayesian weighted Mendelian randomization for causal inference based on summary statistics (2018) — 315 citations
• Accounting for linkage disequilibrium in genome-wide association studies: A penalized regression method (2013) — 27 citations