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Yuguo Chen

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Yuguo Chen
Alma materUniversity of Science and Technology of China
Stanford University
Scientific career
InstitutionsUniversity of Illinois at Urbana-Champaign
Thesis Sequential Importance Sampling with Resampling: Theory and Applications  (2001)
Doctoral advisorTze Leung Lai
Jun S. Liu
Websitepublish.illinois.edu/yuguo/

Yuguo Chen is a Chinese-American statistician and Professor of Statistics at the University of Illinois at Urbana-Champaign. His work mainly focuses on Markov chain Monte Carlo algorithms and network analysis.

He received a B.S. in mathematics from University of Science and Technology of China in 1997 and a Ph.D. in Statistics at Stanford University in 2001[1] under the supervision of Tze Leung Lai and Jun S. Liu.[2] Prior to joining the University of Illinois, he was an Assistant Professor at the Institute of Statistics and Decision Sciences at Duke University from 2001 to 2005.[3]

He has an Erdős number of 2 after publishing a paper with Persi Diaconis.[4]

Selected publications

  • "State and parameter estimation of hydrologic models using the constrained ensemble Kalman filter". Water Resources Research. doi:10.1029/2008WR007401
  • "Sequential Monte Carlo Methods for Statistical Analysis of Tables". Journal of the American Statistical Association 100:109–120. doi:10.1198/016214504000001303

References

  1. ^ "Yuguo Chen IEEE Xplore Author Details". IEEE Xplore. Retrieved 19 April 2020.
  2. ^ "Yuguo Chen". Mathematics Genealogy Project. Retrieved 19 April 2020.
  3. ^ "Yuguo Chen". University of Illinois at Urbana-Champaign Department of Statistics. Retrieved 19 April 2020.
  4. ^ Chen, Yuguo; Diaconis, Persi; Holmes, Susan P.; Liu, Jun S. (2005). "Sequential Monte Carlo Methods for Statistical Analysis of Tables". Journal of the American Statistical Association. 100 (469): 109–120. doi:10.1198/016214504000001303. ISSN 0162-1459. JSTOR 27590522.


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