Xiaomi Hu

Xiaomi Hu, Associate Professor


Probability Theory & Statistics; PhD, University of Missouri-Columbia, 1993

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Research

Dr. Xiaomi Hu's research interest lies in three areas of statistics: restricted statistical inferences, quality control and statistical computing. Bound restriction and order restriction are most commonly encountered constraints when making inferences. Dr. Hu worked on several problems on the properties of statistical procedures under such restrictions. He also studied several problems related to reliability and stochastical processes. Recently he became interested in using new computing tools such as Java applets, VBA for statistical computing. He is currently serving as a statistician on NASA funded projects at the National Center of Advanced Material Performance.

Selected Publications

  • Xiaomi Hu (2006), Approximation of partial distribution in renewal function calculation, Computational Statistics and Data Analysis, 50 (6), 1615-1624
  • Xiaomi Hu and Hari Mukerjee (2002), Constructing all extremes of contingency tables with given marginals, Journal of Computational and Graphical Statistics, 11, 41-10
  • Xiaomi Hu, Subhash C. Kochar, Hari Mukerjee and Francisco J. Samaniego (2002), Estimation of two ordered mean residual life functions, The Journal of Statistical Planning and Inference, 107 (1-2), 321-341
  • Xiaomi Hu (1999), Application of the limit of truncated isotonic regression in optimization subject to isotonic and bounding constraints, Journal of Multivariate Analysis, 71, 56-66
  • Xiaomi Hu and Farroll T. Wright (1994), Monotonicity properties of the power functions of likelihood ratio tests for normal mean hypotheses constrained by a linear space and a cone, The Annals of Statistics, 22, 15471554
  • Xiaomi Hu and Farroll T. Wright (1994), Likelihood ratio tests for a class of non-oblique hypotheses, The Annals of The Institute of Statistical Mathematics, 46, 137145