Chong You

Statistics and Probability · with Müller · 2014–2017

A researcher in the Science corpus: 2 papers; trusts 28 researchers and is trusted by 5 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 50 citations into it; #8,587 of 12,932 by trust here, #10,275 by citations
• Artificial Intelligence — 34 citations into it; #23,387 of 35,345 by trust here, #31,361 by citations
• Probabilistic & Bayesian Methods — 6 citations into it

Whom Chong You trusts overall

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

1. Jianqing Fan
2. Sara Martino
3. John Thomas Ormerod
4. Robert Tibshirani
5. Matt P. Wand
6. Radford M. Neal
7. Eric R. Ziegel
8. David J. Spiegelhalter
9. Peter Hall
10. Hirotogu Akaike

Who trusts Chong You overall

1. I. Castillo
2. John Thomas Ormerod
3. David M. Blei
4. Johannes Schmidt-Hieber
5. Y. Zhang

Papers from Chong You's perspective

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

1. Estimating the Dimension of a Model
2. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
3. Regression Shrinkage and Selection via the Lasso
4. Information Theory and an Extension of the Maximum Likelihood Principle
5. Sure independence screening for ultrahigh dimensional feature space
6. Sure independence screening for ultrahigh dimensional feature space Discussion
7. The Elements of Statistical Learning
8. Model selection and estimation in regression with grouped variables
9. Nonconcave penalized likelihood with a diverging number of parameters
10. Addendum: Regularization and variable selection via the elastic net

Their papers

• On Variational Bayes Estimation and Variational Information Criteria for Linear Regression Models (2014) — 55 citations
• A variational Bayes approach to variable selection (2017) — 65 citations