M. Pavlou
Statistics and Probability · 2014–2015
A researcher in the Science corpus: 3 papers; trusts 7 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 33 citations into it
- Optimization & Training — 6 citations into it
Whom M. Pavlou trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Sunil Rao
- Robert Tibshirani
- Hui Zou
- G. Oehlert
- Jian Huang
- Jianqing Fan
- Georg Heinze
- Ewout W. Steyerberg
- Patrick Breheny
- A. Chatterjee
Who trusts M. Pavlou overall
- Haiming Zhou
- M. van Smeden
- R. Riley
- Karel G. M. Moons
- O. Efthimiou
- Timothy E. Hanson
- Benjamin Alan Goldstein
Papers from M. Pavlou's perspective
Ordered by how strongly the researchers M. Pavlou trusts endorse each paper. Same corpus, a different order for every researcher.
- The Adaptive Lasso and Its Oracle Properties
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Regression Shrinkage and Selection via the Lasso
- Asymptotics for lasso-type estimators
- Model selection and estimation in regression with grouped variables
- [Least Angle Regression]: Discussion
- COORDINATE DESCENT ALGORITHMS FOR NONCONVEX PENALIZED REGRESSION, WITH APPLICATIONS TO BIOLOGICAL FEATURE SELECTION (Annals of Applied Statistics)
- High-dimensional graphs and variable selection with the Lasso
- Clinical Prediction Models—a Practical Approach to Development, Validation and Updating
- Addendum: Regularization and variable selection via the elastic net
Their papers
- How to develop a more accurate risk prediction model when there are few events (2015) — 644 citations
- Review and evaluation of penalised regression methods for risk prediction in low‐dimensional data with few events (2015) — 340 citations
- A novel clinical risk prediction model for sudden cardiac death in hypertrophic cardiomyopathy (HCM risk-SCD). (2014) — 1,111 citations