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D-Index & Metrics

Mathematics

D-Index
54
Citations
18226
World Ranking
817
National Ranking
395

Research.com Recognitions

  • 2015 - Fellow of the American Statistical Association (ASA)

Overview

Art B. Owen is affiliated with Stanford University in the United States. Their research spans multiple fields of study, primarily focusing on mathematics and computer science. Within these domains, Owen's work is deeply connected to subfields such as statistics and probability, numerical analysis, artificial intelligence, computational theory and mathematics, and computer vision and pattern recognition.

The main topics of Owen's research cover several areas including mathematical approximation and integration, statistical methods and inference, statistical methods and Bayesian inference, advanced causal inference techniques, probabilistic and robust engineering design, statistical methods in clinical trials, and Markov chains and Monte Carlo methods.

Owen has published extensively, contributing to various academic venues. Frequent publication platforms include arXiv (Cornell University), Electronic Journal of Statistics, SIAM Journal on Numerical Analysis, The Annals of Statistics, and Mathematics of Computation.

Recent papers by Owen include:

  • "Combining Observational and Experimental Datasets Using Shrinkage Estimators" (2023), published in Biometrics
  • "Combining randomized field experiments with observational satellite data to assess the benefits of crop rotations on yields" (2022), published in Environmental Research Letters
  • "On dropping the first Sobol' point" (2020), published in arXiv (Cornell University)
  • "Backfitting for large scale crossed random effects regressions" (2022), published in The Annals of Statistics
  • "Quasi-Monte Carlo Methods in Python" (2023), published in The Journal of Open Source Software

Frequent co-authors of Owen include:

  • Zexin Pan
  • Swarnadip Ghosh
  • Christopher Hoyt
  • Dan M. Kluger
  • Trevor Hastie

Art B. Owen has been recognized as a Fellow of the American Statistical Association (ASA) since 2015.

Best Publications

  • Empirical likelihood ratio confidence intervals for a single functional

    Art B. Owen

  • Empirical Likelihood Ratio Confidence Regions

    Art Owen

  • Empirical Likelihood for Linear Models

    Art Owen

  • 9 Computer experiments

    James R. Koehler;Art B. Owen

  • A Bayesian framework for combining heterogeneous data sources for gene function prediction (in Saccharomyces cerevisiae)

    Olga G. Troyanskaya;Kara Dolinski;Art B. Owen;Russ B. Altman

  • Valuation of mortgage-backed securities using Brownian bridges to reduce effective dimension

    Russel Caflisch;William Morokoff;Art Owen

  • Randomly Permuted (t,m,s)-Nets and (t, s)-Sequences

    Art B. Owen

  • Safe and Effective Importance Sampling

    Art Owen;Yi Zhou

  • Monte Carlo Variance of Scrambled Net Quadrature

    Art B. Owen

  • Controlling correlations in latin hypercube samples

    Art B. Owen

  • A robust hybrid of lasso and ridge regression

    Unknown

  • Outlier Detection Using Nonconvex Penalized Regression

    Yiyuan She;Art B. Owen

  • Scrambled net variance for integrals of smooth functions

    Art B. Owen

  • Latin supercube sampling for very high-dimensional simulations

    Art B. Owen

  • Bi-cross-validation of the SVD and the nonnegative matrix factorization

    Art B. Owen;Patrick O. Perry

  • A Central Limit Theorem for Latin Hypercube Sampling

    Art B. Owen

  • Nomogram for Predicting the Likelihood of Delayed Graft Function in Adult Cadaveric Renal Transplant Recipients

    William D. Irish;David A. McCollum;Raymond J. Tesi;Art B. Owen

  • Sobol' Indices and Shapley Value

    Art B. Owen

  • Scrambling sobol' and niederreiter-xing points

    Art B. Owen

  • Variance of the number of false discoveries

    Art B. Owen

  • Estimating Mean Dimensionality of Analysis of Variance Decompositions

    Ruixue Liu;Art B Owen

  • Monte Carlo and Quasi-Monte Carlo Methods 2008

    Pierre L'Ecuyer;Art B. Owen

Frequent Co-Authors

Stuart K. Kim
Stuart K. Kim Stanford University
Trevor Hastie
Trevor Hastie Stanford University
Ronald W. Davis
Ronald W. Davis Stanford University
Chiara Sabatti
Chiara Sabatti Stanford University
Anders Meibom
Anders Meibom École Polytechnique Fédérale de Lausanne
Charles R. Bacon
Charles R. Bacon United States Geological Survey
Kevin G. Becker
Kevin G. Becker National Institutes of Health
Russ B. Altman
Russ B. Altman Stanford University
Robert B. Dunbar
Robert B. Dunbar Stanford University
David F. Gleich
David F. Gleich Purdue University West Lafayette

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