Heng Lian

Statistics and Probability · Statistica sinica · 2007–2012

A researcher in the Science corpus: 7 papers; trusts 76 researchers and is trusted by 23 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 94 citations into it; #2,966 of 12,932 by trust here, #8,740 by citations
• Artificial Intelligence — 33 citations into it; #10,753 of 35,345 by trust here, #29,412 by citations
• Statistical Learning Theory — 12 citations into it
• Analytical Chemistry — 7 citations into it
• Control and Systems Engineering — 7 citations into it; #3,869 of 8,257 by trust here, #8,083 by citations
• Finance — 7 citations into it
• Optimization & Training — 7 citations into it
• Applied Mathematics — 5 citations into it; #1,968 of 7,620 by trust here, #4,749 by citations

Whom Heng Lian trusts overall

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

1. Frédéric Ferraty
2. Hui Zou
3. Jianqing Fan
4. Hansheng Wang
5. Philippe Vieu
6. Grace Wahba
7. Robert Tibshirani
8. Runze Li
9. Jian Huang
10. Ming Yuan

Who trusts Heng Lian overall

1. Hachem Kadri
2. Tomasz Górecki
3. Fiona Crawford
4. Jingru Mu
5. Barnab'as P'oczos
6. Łukasz Smaga
7. Emmanuel Duflos
8. Guannan Wang
9. David P. Watling
10. Philippe Preux

Papers from Heng Lian's perspective

Ordered by how strongly the researchers Heng Lian 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. Spline Models for Observational Data
6. High-dimensional graphs and variable selection with the Lasso
7. Asymptotics for lasso-type estimators
8. Addendum: Regularization and variable selection via the elastic net
9. Estimating the Dimension of a Model
10. On Model Selection Consistency of Lasso

Their papers

• Identification of Partially Linear Structure in Additive Models with an Application to Gene Expression Prediction from Sequences (2012) — 28 citations
• Nonlinear functional models for functional responses in reproducing kernel hilbert spaces (2007) — 78 citations
• Bayesian quantile regression for longitudinal data models (2012) — 69 citations
• Convergence of functional k-nearest neighbor regression estimate with functional responses (2011) — 76 citations
• Variable selection for high-dimensional generalized varying-coefficient models (2012) — 59 citations
• Shrinkage estimation and selection for multiple functional regression (2011) — 59 citations
• Empirical likelihood confidence intervals for nonparametric functional data analysis (2009) — 50 citations