Peter Z. G. QianAssistant Professor Department of Statistics University of Wisconsin-Madison Phone: (608)262-2537 Email : peterq@stat.wisc.edu |
Education:
Ph.D. Industrial Engineering, Georgia Institute of Technology, 2006.
Research Interests:
Design, Modeling and Analysis of Experiments
Development, Assessment and Utilization of
Complex Computer Models
Optimization under Uncertainty
Latent Variable Modeling
Statistics in Engineering and Services
Selected Publications:
7.
Qian, P., Wu, H. and Wu, C. F. J. (2008),
“Gaussian Process Models for Computer Experiments with Qualitative and
Quantitative Factors,”
Technometrics, 50.
6. Qian, P.
and Wu, C. F. J. (2008), “Bayesian Hierarchical Modeling for Integrating
Low-accuracy and High-accuracy Experiments,” Technometrics,
50, 192-204.
5.
Mukerjee, R., Qian,
P. and Wu, C. F. J. (2008), “On the Existence of Nested Orthogonal
Arrays,” Discrete Mathematics,
to appear.
4. Qian,
P., Tang, B. and Wu, C. F. J. (2008), “Nested Space-Filling Designs for
Experiments with Two Levels of Accuracy,” Statistica Sinica, to appear.
3. Qian,
Z., Seepersad, C., Joseph, R., Allen, J. and Wu, C.
F. J. (2006), “Building
Surrogate Models with Detailed and Approximate Simulations,” ASME Journal of Mechanical Design, 128, 668-677.
2. Qian, Z., Jiang, W. and Tsui, K. (2006), “Churn Detection via Customer Profile Modeling,” International Journal of Production Research, 44, 2913-2933.
1. Qian, Z. and Shapiro, A. (2006), “Simulation-based Approach for Estimation in Latent
Variable Models,” Computational
Statistics and Data Analysis, 51, 1243-1259.
Submitted Papers:
Awards and Honors
2008 IBM
Faculty Award.
The QSR Best Student Paper Award
(2005) at the INFORMS Annual Meeting in
John Morris Fellowship, Georgia
Institute of Technology (2003).