Stéphanie van der Pas
Statistics and Probability · 2014–2017
A researcher in the Science corpus: 3 papers; trusts 49 researchers and is trusted by 5 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 60 citations into it; #6,096 of 12,932 by trust here, #6,552 by citations
- Artificial Intelligence — 31 citations into it
- Computer Vision and Pattern Recognition — 5 citations into it
- Control and Systems Engineering — 5 citations into it; #6,752 of 8,257 by trust here, #7,831 by citations
Whom Stéphanie van der Pas trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Nicholas G. Polson
- I. Castillo
- Carlos M. Carvalho
- James G. Scott
- A. van der Vaart
- Iain M. Johnstone
- Robert Tibshirani
- Subhashis Ghosal
- Jyotishka Datta
- Jayanta Kumar Ghosh
Who trusts Stéphanie van der Pas overall
- Bruce A. Craig
- Botond Szab'o
- A. van der Vaart
- Prasenjit Ghosh
- Anindya Bhadra
- Y. Zhang
- Juho Piironen
- Xueying Tang
- Aki Vehtari
Papers from Stéphanie van der Pas's perspective
Ordered by how strongly the researchers Stéphanie van der Pas trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- The horseshoe estimator for sparse signals
- SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
- Convergence rates of posterior distributions
- The Adaptive Lasso and Its Oracle Properties
- Needles and straw in haystacks: Empirical Bayes estimates of possibly sparse sequences
- Addendum: Regularization and variable selection via the elastic net
- Shrink Globally, Act Locally: Sparse Bayesian Regularization and Prediction
- The Bayesian Lasso
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
Their papers
- The Horseshoe Estimator: Posterior Concentration around Nearly Black Vectors (2014) — 191 citations
- Adaptive posterior contraction rates for the horseshoe (2017) — 87 citations
- Uncertainty Quantification for the Horseshoe (with Discussion) (2016) — 80 citations