Xinyuan Song

Statistics and Probability · 2002–2012

A researcher in the Science corpus: 5 papers; trusts 28 researchers and is trusted by 8 researchers here, as inferred from the citation graph.

Subfields

Whom Xinyuan Song trusts overall

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

  1. Jianqing Fan
  2. Andrew Gelman
  3. Danyu Lin
  4. Geert Molenberghs
  5. Alan E. Gelfand
  6. Stuart Geman
  7. Sik-Yum Lee
  8. Robert Tibshirani
  9. Hui Zou
  10. Ming-Hui Chen

Who trusts Xinyuan Song overall

  1. Jianqing Fan
  2. Ting Zhang

Papers from Xinyuan Song's perspective

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

  1. Regression Shrinkage and Selection via the Lasso
  2. The Adaptive Lasso and Its Oracle Properties
  3. Model selection and estimation in regression with grouped variables
  4. Estimating the Dimension of a Model
  5. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
  6. Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
  7. Semiparametric and Nonparametric Regression Analysis of Longitudinal Data
  8. Optimal Global Rates of Convergence for Nonparametric Regression
  9. Bayesian Model Choice: Asymptotics and Exact Calculations
  10. New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis

Their papers