Samuel Müller

Statistics and Probability · 2005–2017

A researcher in the Science corpus: 4 papers; trusts 55 researchers and is trusted by 9 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 75 citations into it; #4,932 of 12,932 by trust here, #6,552 by citations
• Artificial Intelligence — 48 citations into it; #23,388 of 35,345 by trust here, #31,361 by citations
• Control and Systems Engineering — 9 citations into it
• Optimization & Training — 7 citations into it
• Probabilistic & Bayesian Methods — 7 citations into it
• Computer Vision and Pattern Recognition — 6 citations into it
• Applied Mathematics — 5 citations into it

Whom Samuel Müller trusts overall

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

1. Hui Zou
2. Robert Tibshirani
3. Jianqing Fan
4. Hirotogu Akaike
5. Anthony B. Atkinson
6. Claudio Agostinelli
7. Peter J. Green
8. Mohsen Pourahmadi
9. Donald E. Myers
10. John E. Moody

Who trusts Samuel Müller overall

1. Arunas P. Verbyla
2. John Thomas Ormerod
3. Gaorong Li
4. Chong You
5. D. Keinath
6. Heng Peng
7. Lixing Zhu

Papers from Samuel Müller's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
3. Estimating the Dimension of a Model
4. Model selection and estimation in regression with grouped variables
5. The Adaptive Lasso and Its Oracle Properties
6. Information Theory and an Extension of the Maximum Likelihood Principle
7. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
8. The Elements of Statistical Learning
9. Sure independence screening for ultrahigh dimensional feature space
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
• Outlier Robust Model Selection in Linear Regression (2005) — 79 citations
• Model Selection in Linear Mixed Models (2013) — 298 citations