Education:
Ph.D. (2003) University of Pennsylvania
M.A. (2000) University of Pennsylvania
B.S. (1998) Peking University
Professional Background:
Assistant Professor, UNC-Chapel Hill
Selected Publications:
Haipeng Shen, Lawrence D. Brown, Hui Zhi. Efficient Estimation of Log-normal Means with Application to Pharmacokinetic Data. 2005. Statistics in Medicine.
Haipeng Shen, Jianhua Huang. Analysis of Call Center Arrival Data Using Singular Value Decomposition. 2005. Applied Stochastic Models in Business and Industry Vol 21: 251-263.
Lawrence D. Brown, Noah Gans, Avishai Mandelbaum, Anat Sakov, Haipeng Shen, Sergey Zeltyn, Linda H. Zhao. Statistical Analysis of a Telephone Call Center: A Queueing-Science Perspective (2005). Journal of the American Statistical Association Vol 100: 36-50
Jiahua Huang, Haipeng Shen. Functional Coefficient Regression Models for Nonlinear Time Series: A Polynomial Spline Approach (2004). Scandinavian Journal of Statistics Vol 31: 515-534.
Conference Papers
Maria Papadopouli, Haipeng Shen, Manolis Spanakis. Modeling client arrivals at access points in wireless campus-wide networks (2005) 14th IEEE Workshop on Local and Metropolitan Area Networks (LANMAN), Chania, Crete, September 18-21, 2005. (ranked fourth best paper in the reviewing process).
Maria Papadopouli, Haipeng Shen, Elias Raftopoulos, Manolis Ploumidis, Felix Hernandez-Campos. Short-term traffic forecasting in a campus-wide wireless network (2005) 16th Annual IEEE International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), Berlin, September 11-14, 2005.
Maria Papadopouli, Haipeng Shen, Manolis Spanakis. Characterizing the duration and association patterns of wireless in a campus (2005) 11th European Wireless Conference (EW), Nicosia, Cyprus, April 10-13, 2005.
Research Interests:
Functional Data Analysis
Modeling and Forecasting of Nonlinear Time Series
Multivariate Analysis
Statistical Function Estimation Via Polynomial Splines
Statistical Inference for Lognormal Distributions
Call Center Management, Forecasting and Staffing
Internet Traffic Analysis, Wireless Network Modeling, Anomaly Detection
Awards and Honors:
UNC-CH University Research Council Small Grant Program Award, 2005
J.Parker Bursk Memorial Prize, awarded to the best student research, Department of Statistics, University of Pennsylvania, 2002.
Courses Taught:
Stat 31
Stat 175
Ph.D. Students:
Lingsong Zhang (joint with Zhengyuan Zhu and Steve Marron)
Mihee Lee (joint with Steve Marron)
