Shujie Ma
Statistics and Probability · 2011–2018
A researcher in the Science corpus: 6 papers; trusts 52 researchers and is trusted by 10 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 65 citations into it; #4,621 of 12,932 by trust here, #6,853 by citations
- Economics and Econometrics — 25 citations into it
- Artificial Intelligence — 18 citations into it; #33,062 of 35,345 by trust here, #34,213 by citations
- Finance — 14 citations into it
- Control and Systems Engineering — 7 citations into it
- Numerical Methods & Scientific Computing — 6 citations into it
- Optimization & Training — 5 citations into it
Whom Shujie Ma trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jianhua Z. Huang
- Jianqing Fan
- Jushan Bai
- Hui Zou
- Robert Tibshirani
- Li Wang
- Lijian Yang
- Ming Yuan
- Runze Li
- C. Stone
Who trusts Shujie Ma overall
- Hua Liang
- Heng Lian
- Rong Chen
- Pang Du
- Li Wang
- Peter X.-K. Song
- Guang Cheng
- Xin Chen
- Markus Pelger
- Lan Xue
Papers from Shujie Ma's perspective
Ordered by how strongly the researchers Shujie Ma trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Model selection and estimation in regression with grouped variables
- Spline Models for Observational Data
- The Adaptive Lasso and Its Oracle Properties
- Additive Regression and Other Nonparametric Models
- Estimating the Dimension of a Model
- Ideal spatial adaptation by wavelet shrinkage
- Asymptotics for lasso-type estimators
- Addendum: Regularization and variable selection via the elastic net
Their papers
- Estimation of large dimensional factor models with an unknown number of breaks (2018) — 56 citations
- Spline-backfitted kernel smoothing of partially linear additive model (2011) — 75 citations
- Simultaneous variable selection and estimation in semiparametric modeling of longitudinal/clustered data (2013) — 57 citations
- Inference for single-index quantile regression models with profile optimization (2016) — 61 citations
- Varying Index Coefficient Models (2015) — 78 citations
- Spline Regression in the Presence of Categorical Predictors (2015) — 51 citations