Ilya M. Sobol
Statistics and Probability · 1967–2011
A researcher in the Science corpus: 7 papers; trusts 7 researchers and is trusted by 36 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 11 citations into it; #1,515 of 12,932 by trust here, #1,887 by citations
- Numerical Analysis — 6 citations into it; #542 of 3,586 by trust here, #1,007 by citations
Whom Ilya M. Sobol trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Ilya M. Sobol overall
- Andrea Saltelli
- Christiane Lemieux
- Francesca Campolongo
- Sergei S. Kucherenko
- Bruno Sudret
- Emanuele Borgonovo
- Frank Hutter
- Stefano Tarantola
- Josef Dick
- Ramin Bostanabad
Papers from Ilya M. Sobol's perspective
Ordered by how strongly the researchers Ilya M. Sobol trusts endorse each paper. Same corpus, a different order for every researcher.
- Algorithm 659
- Monte Carlo methods in finance
- On the distribution of points in a cube and the approximate evaluation of integrals
- Remark on algorithm 659: Implementing Sobol's quasirandom sequence generator (TOMS)
- Malliavin Greeks without Malliavin calculus
- Estimating Mean Dimensionality of Analysis of Variance Decompositions
- Monte Carlo Methods in Financial Engineering
- A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer Code
- The Jackknife Estimate of Variance
- Random number generation and Quasi-Monte Carlo methods
Their papers
- Derivative based global sensitivity measures and their link with global sensitivity indices (2009) — 459 citations
- Estimating the approximation error when fixing unessential factors in global sensitivity analysis (2007) — 389 citations
- Theorems and examples on high dimensional model representation (2003) — 471 citations
- Global sensitivity indices for nonlinear mathematical models. Review (2005) — 151 citations
- Construction and Comparison of High-Dimensional Sobol' Generators (2011) — 208 citations
- Sensitivity Estimates for Nonlinear Mathematical Models (1993)
- On the distribution of points in a cube and the approximate evaluation of integrals (1967)