Yuguo Chen

Yuguo Chen is a professor of statistics at the University of Illinois at Urbana-Champaign. His work mainly focuses on Markov chain Monte Carlo algorithms and network analysis.

In this Chinese name, the family name is Chen.
Yuguo Chen
Alma materUniversity of Science and Technology of China
Stanford University
Scientific career
InstitutionsUniversity of Illinois at Urbana-Champaign
ThesisSequential Importance Sampling with Resampling: Theory and Applications (2001)
Doctoral advisorTze Leung Lai
Jun S. Liu
Websitepublish.illinois.edu/yuguo/

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]

Chen was named a Fellow of the American Statistical Association in 2018.[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. "Many Honored at President's Address, Awards Ceremony". Amstat News. October 1, 2018. Retrieved 2022-06-20.


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