Roland Schöbi

Statistics and Probability · 2015

A researcher in the Science corpus: 1 paper; trusts 20 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 34 citations into it
• Computational Theory and Mathematics — 14 citations into it
• Civil and Structural Engineering — 13 citations into it
• Environmental Engineering — 10 citations into it
• Management Science and Operations Research — 10 citations into it
• Optimization & Training — 6 citations into it

Whom Roland Schöbi trusts overall

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

1. Géraud Blatman
2. Dongbin Xiu
3. Robert Tibshirani
4. Bruno Sudret
5. Michael S. Eldred
6. David E. Goldberg
7. Irfan Kaymaz
8. G. Em Karniadakis
9. Trevor J. Hastie
10. Xiaoliang Wan

Papers from Roland Schöbi's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. The Nature of Statistical Learning Theory
3. The Wiener-Askey Polynomial Chaos for Stochastic Differential Equations (SIAM Journal on Scientific Computing)
4. High-Order Collocation Methods for Differential Equations with Random Inputs (SIAM Journal on Scientific Computing)
5. A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer Code
6. An adaptive multi-element generalized polynomial chaos method for stochastic differential equations
7. Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)
8. Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure (SIAM Journal on Scientific Computing)
9. The Elements of Statistical Learning: Data Mining, Inference, and Prediction
10. Application Of Kriging Method To Structural Reliability Problems

Their papers

• Polynomial-Chaos-based Kriging (2015) — 327 citations